{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "5e1f1602",
   "metadata": {},
   "source": [
    "# Оконные функции на примере базы dvdrental"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b5d469d2",
   "metadata": {},
   "source": [
    "Приветсвую, коллеги. Не нашел ничего интереснее и проще, чем показать результат исследования оконных функций в \"тетрадке\"."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "97dbc2c8",
   "metadata": {},
   "outputs": [],
   "source": [
    "#!pip install ipython-sql\n",
    "#!pip install sqlalchemy\n",
    "#!pip install psycopg2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "39bafeb5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The sql extension is already loaded. To reload it, use:\n",
      "  %reload_ext sql\n"
     ]
    }
   ],
   "source": [
    "%load_ext sql\n",
    "from sqlalchemy import create_engine\n",
    "from IPython.display import Image\n",
    "import time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "90f41d69",
   "metadata": {},
   "outputs": [],
   "source": [
    "#подключаемся к базе\n",
    "%sql postgresql://postgres:12345678@localhost/dvdrental"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "d2dbe835",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 700
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#ERP схема выглядит так\n",
    "#https://www.postgresqltutorial.com/postgresql-sample-database/\n",
    "display(Image(filename='ERP.png', width = 700)) # Локальный файл"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e9d8133d",
   "metadata": {},
   "source": [
    "Рассмотрим, что пишут в Интернете про оконные функции:\n",
    "\n",
    "1. Оконными функциями (window functions) называются функции, которые применяются к наборам строк и определяются посредством предложения OVER. Используются для аналитических задач, позволяя вычислять нарастающие итоги и скользящие средние и т.д. Основа этого принципа - возможность выполнять различные вычисления с набором (окном), строк и возвращать одно значение. Оконные функции позволяют решать многие задачи, связанные с запросом данных, позволяя выражать вычисления в рамках наборов намного проще, интуитивно понятнее и эффективнее.\n",
    "<br></br>\n",
    "2. Оконные функции не изменяют выборку, а только добавляют некоторую дополнительную информацию о ней. Для простоты понимания можно считать, что SQL сначала выполняет весь запрос (кроме сортировки и limit), а уже потом считает значения окна.\n",
    "<br></br>\n",
    "3. Оконные функции необходимы для вычисления строк на основе других строк в выборке. Если запрос содержит какие-либо оконные функции, то эти функции выполняются после выполнения всех предложений группировки, агрегирования и HAVING.Таким образом, если запрос использует какие-либо агрегаты, GROUP BY или HAVING, то строки, которые будут предоставлены оконным функциям будут уже сгруппированными, а не первоначальными строками таблиц, которые указаны в предложениях FROM/WHERE.\n",
    "<br></br>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "72cdf75a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<img src=\"http://thisisdata.ru/wp-content/uploads/2020/05/img_5eb70b2cd8ccb.png\" width=\"500\"/>"
      ],
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(Image(url='http://thisisdata.ru/wp-content/uploads/2020/05/img_5eb70b2cd8ccb.png', width = 500))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1202e8ca",
   "metadata": {},
   "source": [
    "Давайте рассмотрим синтаксис этой инструкции:\n",
    "\n",
    "    SELECT\n",
    "    Название функции (столбец для вычислений) \n",
    "    OVER (\n",
    "          PARTITION BY столбец для группировки\n",
    "          ORDER BY столбец для сортировки\n",
    "          ROWS или RANGE выражение для ограничения строк в пределах группы\n",
    "          )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ea00fe66",
   "metadata": {},
   "source": [
    "## База"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0ab0b8b1",
   "metadata": {},
   "source": [
    "Рассмотрим таблицу address"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "8195d780",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "20 rows affected.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <tr>\n",
       "        <th>address_id</th>\n",
       "        <th>address</th>\n",
       "        <th>address2</th>\n",
       "        <th>district</th>\n",
       "        <th>city_id</th>\n",
       "        <th>postal_code</th>\n",
       "        <th>phone</th>\n",
       "        <th>last_update</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>1</td>\n",
       "        <td>47 MySakila Drive</td>\n",
       "        <td>None</td>\n",
       "        <td>Alberta</td>\n",
       "        <td>300</td>\n",
       "        <td></td>\n",
       "        <td></td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>2</td>\n",
       "        <td>28 MySQL Boulevard</td>\n",
       "        <td>None</td>\n",
       "        <td>QLD</td>\n",
       "        <td>576</td>\n",
       "        <td></td>\n",
       "        <td></td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>23 Workhaven Lane</td>\n",
       "        <td>None</td>\n",
       "        <td>Alberta</td>\n",
       "        <td>300</td>\n",
       "        <td></td>\n",
       "        <td>14033335568</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>1411 Lillydale Drive</td>\n",
       "        <td>None</td>\n",
       "        <td>QLD</td>\n",
       "        <td>576</td>\n",
       "        <td></td>\n",
       "        <td>6172235589</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>5</td>\n",
       "        <td>1913 Hanoi Way</td>\n",
       "        <td></td>\n",
       "        <td>Nagasaki</td>\n",
       "        <td>463</td>\n",
       "        <td>35200</td>\n",
       "        <td>28303384290</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>6</td>\n",
       "        <td>1121 Loja Avenue</td>\n",
       "        <td></td>\n",
       "        <td>California</td>\n",
       "        <td>449</td>\n",
       "        <td>17886</td>\n",
       "        <td>838635286649</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>7</td>\n",
       "        <td>692 Joliet Street</td>\n",
       "        <td></td>\n",
       "        <td>Attika</td>\n",
       "        <td>38</td>\n",
       "        <td>83579</td>\n",
       "        <td>448477190408</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>8</td>\n",
       "        <td>1566 Inegl Manor</td>\n",
       "        <td></td>\n",
       "        <td>Mandalay</td>\n",
       "        <td>349</td>\n",
       "        <td>53561</td>\n",
       "        <td>705814003527</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>9</td>\n",
       "        <td>53 Idfu Parkway</td>\n",
       "        <td></td>\n",
       "        <td>Nantou</td>\n",
       "        <td>361</td>\n",
       "        <td>42399</td>\n",
       "        <td>10655648674</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>10</td>\n",
       "        <td>1795 Santiago de Compostela Way</td>\n",
       "        <td></td>\n",
       "        <td>Texas</td>\n",
       "        <td>295</td>\n",
       "        <td>18743</td>\n",
       "        <td>860452626434</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>11</td>\n",
       "        <td>900 Santiago de Compostela Parkway</td>\n",
       "        <td></td>\n",
       "        <td>Central Serbia</td>\n",
       "        <td>280</td>\n",
       "        <td>93896</td>\n",
       "        <td>716571220373</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>12</td>\n",
       "        <td>478 Joliet Way</td>\n",
       "        <td></td>\n",
       "        <td>Hamilton</td>\n",
       "        <td>200</td>\n",
       "        <td>77948</td>\n",
       "        <td>657282285970</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>13</td>\n",
       "        <td>613 Korolev Drive</td>\n",
       "        <td></td>\n",
       "        <td>Masqat</td>\n",
       "        <td>329</td>\n",
       "        <td>45844</td>\n",
       "        <td>380657522649</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>14</td>\n",
       "        <td>1531 Sal Drive</td>\n",
       "        <td></td>\n",
       "        <td>Esfahan</td>\n",
       "        <td>162</td>\n",
       "        <td>53628</td>\n",
       "        <td>648856936185</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>15</td>\n",
       "        <td>1542 Tarlac Parkway</td>\n",
       "        <td></td>\n",
       "        <td>Kanagawa</td>\n",
       "        <td>440</td>\n",
       "        <td>1027</td>\n",
       "        <td>635297277345</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>16</td>\n",
       "        <td>808 Bhopal Manor</td>\n",
       "        <td></td>\n",
       "        <td>Haryana</td>\n",
       "        <td>582</td>\n",
       "        <td>10672</td>\n",
       "        <td>465887807014</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17</td>\n",
       "        <td>270 Amroha Parkway</td>\n",
       "        <td></td>\n",
       "        <td>Osmaniye</td>\n",
       "        <td>384</td>\n",
       "        <td>29610</td>\n",
       "        <td>695479687538</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>18</td>\n",
       "        <td>770 Bydgoszcz Avenue</td>\n",
       "        <td></td>\n",
       "        <td>California</td>\n",
       "        <td>120</td>\n",
       "        <td>16266</td>\n",
       "        <td>517338314235</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>19</td>\n",
       "        <td>419 Iligan Lane</td>\n",
       "        <td></td>\n",
       "        <td>Madhya Pradesh</td>\n",
       "        <td>76</td>\n",
       "        <td>72878</td>\n",
       "        <td>990911107354</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>20</td>\n",
       "        <td>360 Toulouse Parkway</td>\n",
       "        <td></td>\n",
       "        <td>England</td>\n",
       "        <td>495</td>\n",
       "        <td>54308</td>\n",
       "        <td>949312333307</td>\n",
       "        <td>2006-02-15 09:45:30</td>\n",
       "    </tr>\n",
       "</table>"
      ],
      "text/plain": [
       "[(1, '47 MySakila Drive', None, 'Alberta', 300, '', '', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (2, '28 MySQL Boulevard', None, 'QLD', 576, '', '', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (3, '23 Workhaven Lane', None, 'Alberta', 300, '', '14033335568', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (4, '1411 Lillydale Drive', None, 'QLD', 576, '', '6172235589', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (5, '1913 Hanoi Way', '', 'Nagasaki', 463, '35200', '28303384290', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (6, '1121 Loja Avenue', '', 'California', 449, '17886', '838635286649', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (7, '692 Joliet Street', '', 'Attika', 38, '83579', '448477190408', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (8, '1566 Inegl Manor', '', 'Mandalay', 349, '53561', '705814003527', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (9, '53 Idfu Parkway', '', 'Nantou', 361, '42399', '10655648674', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (10, '1795 Santiago de Compostela Way', '', 'Texas', 295, '18743', '860452626434', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (11, '900 Santiago de Compostela Parkway', '', 'Central Serbia', 280, '93896', '716571220373', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (12, '478 Joliet Way', '', 'Hamilton', 200, '77948', '657282285970', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (13, '613 Korolev Drive', '', 'Masqat', 329, '45844', '380657522649', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (14, '1531 Sal Drive', '', 'Esfahan', 162, '53628', '648856936185', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (15, '1542 Tarlac Parkway', '', 'Kanagawa', 440, '1027', '635297277345', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (16, '808 Bhopal Manor', '', 'Haryana', 582, '10672', '465887807014', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (17, '270 Amroha Parkway', '', 'Osmaniye', 384, '29610', '695479687538', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (18, '770 Bydgoszcz Avenue', '', 'California', 120, '16266', '517338314235', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (19, '419 Iligan Lane', '', 'Madhya Pradesh', 76, '72878', '990911107354', datetime.datetime(2006, 2, 15, 9, 45, 30)),\n",
       " (20, '360 Toulouse Parkway', '', 'England', 495, '54308', '949312333307', datetime.datetime(2006, 2, 15, 9, 45, 30))]"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%sql\n",
    "select * from address limit 20;\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "79d21d34",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "20 rows affected.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <tr>\n",
       "        <th>address_id</th>\n",
       "        <th>address</th>\n",
       "        <th>postal_code</th>\n",
       "        <th>row_num</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>1</td>\n",
       "        <td>47 MySakila Drive</td>\n",
       "        <td></td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>2</td>\n",
       "        <td>28 MySQL Boulevard</td>\n",
       "        <td></td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>23 Workhaven Lane</td>\n",
       "        <td></td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>1411 Lillydale Drive</td>\n",
       "        <td></td>\n",
       "        <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>5</td>\n",
       "        <td>1913 Hanoi Way</td>\n",
       "        <td>35200</td>\n",
       "        <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>6</td>\n",
       "        <td>1121 Loja Avenue</td>\n",
       "        <td>17886</td>\n",
       "        <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>7</td>\n",
       "        <td>692 Joliet Street</td>\n",
       "        <td>83579</td>\n",
       "        <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>8</td>\n",
       "        <td>1566 Inegl Manor</td>\n",
       "        <td>53561</td>\n",
       "        <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>9</td>\n",
       "        <td>53 Idfu Parkway</td>\n",
       "        <td>42399</td>\n",
       "        <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>10</td>\n",
       "        <td>1795 Santiago de Compostela Way</td>\n",
       "        <td>18743</td>\n",
       "        <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>11</td>\n",
       "        <td>900 Santiago de Compostela Parkway</td>\n",
       "        <td>93896</td>\n",
       "        <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>12</td>\n",
       "        <td>478 Joliet Way</td>\n",
       "        <td>77948</td>\n",
       "        <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>13</td>\n",
       "        <td>613 Korolev Drive</td>\n",
       "        <td>45844</td>\n",
       "        <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>14</td>\n",
       "        <td>1531 Sal Drive</td>\n",
       "        <td>53628</td>\n",
       "        <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>15</td>\n",
       "        <td>1542 Tarlac Parkway</td>\n",
       "        <td>1027</td>\n",
       "        <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>16</td>\n",
       "        <td>808 Bhopal Manor</td>\n",
       "        <td>10672</td>\n",
       "        <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17</td>\n",
       "        <td>270 Amroha Parkway</td>\n",
       "        <td>29610</td>\n",
       "        <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>18</td>\n",
       "        <td>770 Bydgoszcz Avenue</td>\n",
       "        <td>16266</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>19</td>\n",
       "        <td>419 Iligan Lane</td>\n",
       "        <td>72878</td>\n",
       "        <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>20</td>\n",
       "        <td>360 Toulouse Parkway</td>\n",
       "        <td>54308</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "</table>"
      ],
      "text/plain": [
       "[(1, '47 MySakila Drive', '', 1),\n",
       " (2, '28 MySQL Boulevard', '', 2),\n",
       " (3, '23 Workhaven Lane', '', 3),\n",
       " (4, '1411 Lillydale Drive', '', 4),\n",
       " (5, '1913 Hanoi Way', '35200', 5),\n",
       " (6, '1121 Loja Avenue', '17886', 6),\n",
       " (7, '692 Joliet Street', '83579', 7),\n",
       " (8, '1566 Inegl Manor', '53561', 8),\n",
       " (9, '53 Idfu Parkway', '42399', 9),\n",
       " (10, '1795 Santiago de Compostela Way', '18743', 10),\n",
       " (11, '900 Santiago de Compostela Parkway', '93896', 11),\n",
       " (12, '478 Joliet Way', '77948', 12),\n",
       " (13, '613 Korolev Drive', '45844', 13),\n",
       " (14, '1531 Sal Drive', '53628', 14),\n",
       " (15, '1542 Tarlac Parkway', '1027', 15),\n",
       " (16, '808 Bhopal Manor', '10672', 16),\n",
       " (17, '270 Amroha Parkway', '29610', 17),\n",
       " (18, '770 Bydgoszcz Avenue', '16266', 18),\n",
       " (19, '419 Iligan Lane', '72878', 19),\n",
       " (20, '360 Toulouse Parkway', '54308', 20)]"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%sql\n",
    "--попробуем базовую оконную функцию, например, пронумеруем все результаты полученных строк с помощью ROW_NUMBER()\n",
    "\n",
    "SELECT\n",
    "address_id,\n",
    "address,\n",
    "postal_code,\n",
    "ROW_NUMBER() OVER() AS row_num\n",
    "FROM address\n",
    "ORDER BY row_num ASC limit 20;"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "3579955e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "20 rows affected.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <tr>\n",
       "        <th>address_id</th>\n",
       "        <th>address</th>\n",
       "        <th>postal_code</th>\n",
       "        <th>row_num</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>605</td>\n",
       "        <td>1325 Fukuyama Street</td>\n",
       "        <td>27107</td>\n",
       "        <td>603</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>604</td>\n",
       "        <td>1331 Usak Boulevard</td>\n",
       "        <td>61960</td>\n",
       "        <td>602</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>603</td>\n",
       "        <td>1103 Quilmes Boulevard</td>\n",
       "        <td>52137</td>\n",
       "        <td>601</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>602</td>\n",
       "        <td>1101 Bucuresti Boulevard</td>\n",
       "        <td>97661</td>\n",
       "        <td>600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>601</td>\n",
       "        <td>844 Bucuresti Place</td>\n",
       "        <td>36603</td>\n",
       "        <td>599</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>600</td>\n",
       "        <td>1837 Kaduna Parkway</td>\n",
       "        <td>82580</td>\n",
       "        <td>598</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>599</td>\n",
       "        <td>1895 Zhezqazghan Drive</td>\n",
       "        <td>36693</td>\n",
       "        <td>597</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>598</td>\n",
       "        <td>42 Fontana Avenue</td>\n",
       "        <td>14684</td>\n",
       "        <td>596</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>597</td>\n",
       "        <td>32 Liaocheng Way</td>\n",
       "        <td>1944</td>\n",
       "        <td>595</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>596</td>\n",
       "        <td>1759 Niznekamsk Avenue</td>\n",
       "        <td>39414</td>\n",
       "        <td>594</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>595</td>\n",
       "        <td>1074 Sanaa Parkway</td>\n",
       "        <td>22474</td>\n",
       "        <td>593</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>594</td>\n",
       "        <td>1464 Kursk Parkway</td>\n",
       "        <td>17381</td>\n",
       "        <td>592</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>593</td>\n",
       "        <td>1402 Zanzibar Boulevard</td>\n",
       "        <td>71102</td>\n",
       "        <td>591</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>592</td>\n",
       "        <td>1923 Stara Zagora Lane</td>\n",
       "        <td>95179</td>\n",
       "        <td>590</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>591</td>\n",
       "        <td>773 Dallas Manor</td>\n",
       "        <td>12664</td>\n",
       "        <td>589</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>590</td>\n",
       "        <td>247 Jining Parkway</td>\n",
       "        <td>53446</td>\n",
       "        <td>588</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>589</td>\n",
       "        <td>1584 Ljubertsy Lane</td>\n",
       "        <td>22954</td>\n",
       "        <td>587</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>588</td>\n",
       "        <td>966 Asuncin Way</td>\n",
       "        <td>62703</td>\n",
       "        <td>586</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>587</td>\n",
       "        <td>760 Miyakonojo Drive</td>\n",
       "        <td>64682</td>\n",
       "        <td>585</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>586</td>\n",
       "        <td>951 Springs Lane</td>\n",
       "        <td>96115</td>\n",
       "        <td>584</td>\n",
       "    </tr>\n",
       "</table>"
      ],
      "text/plain": [
       "[(605, '1325 Fukuyama Street', '27107', 603),\n",
       " (604, '1331 Usak Boulevard', '61960', 602),\n",
       " (603, '1103 Quilmes Boulevard', '52137', 601),\n",
       " (602, '1101 Bucuresti Boulevard', '97661', 600),\n",
       " (601, '844 Bucuresti Place', '36603', 599),\n",
       " (600, '1837 Kaduna Parkway', '82580', 598),\n",
       " (599, '1895 Zhezqazghan Drive', '36693', 597),\n",
       " (598, '42 Fontana Avenue', '14684', 596),\n",
       " (597, '32 Liaocheng Way', '1944', 595),\n",
       " (596, '1759 Niznekamsk Avenue', '39414', 594),\n",
       " (595, '1074 Sanaa Parkway', '22474', 593),\n",
       " (594, '1464 Kursk Parkway', '17381', 592),\n",
       " (593, '1402 Zanzibar Boulevard', '71102', 591),\n",
       " (592, '1923 Stara Zagora Lane', '95179', 590),\n",
       " (591, '773 Dallas Manor', '12664', 589),\n",
       " (590, '247 Jining Parkway', '53446', 588),\n",
       " (589, '1584 Ljubertsy Lane', '22954', 587),\n",
       " (588, '966 Asuncin Way', '62703', 586),\n",
       " (587, '760 Miyakonojo Drive', '64682', 585),\n",
       " (586, '951 Springs Lane', '96115', 584)]"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%sql\n",
    "--обратите внимание, если мы изменим тип сортировки от высоких к низким, то мы не переопределим факт нумерации\n",
    "--мы просто отсортируем, что было ранее пронумеровано\n",
    "\n",
    "SELECT\n",
    "address_id,\n",
    "address,\n",
    "postal_code,\n",
    "ROW_NUMBER() OVER() AS row_num\n",
    "FROM address\n",
    "ORDER BY row_num DESC limit 20;"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "14101c03",
   "metadata": {},
   "source": [
    "Кстати, мы видим отличие последних элементов row_num и address_id, что может говорить нам о том, что по каким то причинам был удалено 2 адреса, но id все равно выдается по уникальному id счетчиком. Проверим."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "fdefa2b1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "1 rows affected.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <tr>\n",
       "        <th>count_uniq_address_id</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>603</td>\n",
       "    </tr>\n",
       "</table>"
      ],
      "text/plain": [
       "[(603,)]"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%sql\n",
    "select count(DISTINCT(address_id)) as count_uniq_address_id from address"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4fd0344e",
   "metadata": {},
   "source": [
    "Подтвердилось, бывает."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cdd8e191",
   "metadata": {},
   "source": [
    "## ORDER BY"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "b7e1ea01",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "10 rows affected.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <tr>\n",
       "        <th>address_id</th>\n",
       "        <th>address</th>\n",
       "        <th>row_numb</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>504</td>\n",
       "        <td>1 Valle de Santiago Avenue</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>217</td>\n",
       "        <td>1001 Miyakonojo Lane</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>112</td>\n",
       "        <td>1002 Ahmadnagar Manor</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>530</td>\n",
       "        <td>1003 Qinhuangdao Street</td>\n",
       "        <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>285</td>\n",
       "        <td>1006 Santa Brbara dOeste Manor</td>\n",
       "        <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>365</td>\n",
       "        <td>1009 Zanzibar Lane</td>\n",
       "        <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>177</td>\n",
       "        <td>1010 Klerksdorp Way</td>\n",
       "        <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>497</td>\n",
       "        <td>1013 Tabuk Boulevard</td>\n",
       "        <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>229</td>\n",
       "        <td>1014 Loja Manor</td>\n",
       "        <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>331</td>\n",
       "        <td>1016 Iwakuni Street</td>\n",
       "        <td>10</td>\n",
       "    </tr>\n",
       "</table>"
      ],
      "text/plain": [
       "[(504, '1 Valle de Santiago Avenue', 1),\n",
       " (217, '1001 Miyakonojo Lane', 2),\n",
       " (112, '1002 Ahmadnagar Manor', 3),\n",
       " (530, '1003 Qinhuangdao Street', 4),\n",
       " (285, '1006 Santa Brbara dOeste Manor', 5),\n",
       " (365, '1009 Zanzibar Lane', 6),\n",
       " (177, '1010 Klerksdorp Way', 7),\n",
       " (497, '1013 Tabuk Boulevard', 8),\n",
       " (229, '1014 Loja Manor', 9),\n",
       " (331, '1016 Iwakuni Street', 10)]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%sql\n",
    "/*усложним, выберем конкретные атрибуты из вложенного запроса\n",
    "кстати, вот здесь мы как раз видим, что сначала мы сделали сортировку посредством ORDER BY \n",
    "затем отсортированные данные попали в ROW_NUMBER(), т.е. ORDER BY работает по такому же принципу SQL \n",
    "в пределах рассматриваемых окон*/\n",
    "\n",
    "SELECT\n",
    "address_id,\n",
    "address,\n",
    "ROW_NUMBER() OVER(ORDER BY address ASC) AS row_numb\n",
    "FROM (\n",
    "SELECT address_id,address,postal_code,district,city_id\n",
    "FROM address\n",
    ") AS address limit 10;\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "301368af",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "10 rows affected.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <tr>\n",
       "        <th>address_id</th>\n",
       "        <th>address</th>\n",
       "        <th>postal_code</th>\n",
       "        <th>row_numb</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>504</td>\n",
       "        <td>1 Valle de Santiago Avenue</td>\n",
       "        <td>86208</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>217</td>\n",
       "        <td>1001 Miyakonojo Lane</td>\n",
       "        <td>67924</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>112</td>\n",
       "        <td>1002 Ahmadnagar Manor</td>\n",
       "        <td>93026</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>530</td>\n",
       "        <td>1003 Qinhuangdao Street</td>\n",
       "        <td>25972</td>\n",
       "        <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>285</td>\n",
       "        <td>1006 Santa Brbara dOeste Manor</td>\n",
       "        <td>36229</td>\n",
       "        <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>365</td>\n",
       "        <td>1009 Zanzibar Lane</td>\n",
       "        <td>64875</td>\n",
       "        <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>177</td>\n",
       "        <td>1010 Klerksdorp Way</td>\n",
       "        <td>6802</td>\n",
       "        <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>497</td>\n",
       "        <td>1013 Tabuk Boulevard</td>\n",
       "        <td>96203</td>\n",
       "        <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>229</td>\n",
       "        <td>1014 Loja Manor</td>\n",
       "        <td>66851</td>\n",
       "        <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>331</td>\n",
       "        <td>1016 Iwakuni Street</td>\n",
       "        <td>49833</td>\n",
       "        <td>10</td>\n",
       "    </tr>\n",
       "</table>"
      ],
      "text/plain": [
       "[(504, '1 Valle de Santiago Avenue', '86208', 1),\n",
       " (217, '1001 Miyakonojo Lane', '67924', 2),\n",
       " (112, '1002 Ahmadnagar Manor', '93026', 3),\n",
       " (530, '1003 Qinhuangdao Street', '25972', 4),\n",
       " (285, '1006 Santa Brbara dOeste Manor', '36229', 5),\n",
       " (365, '1009 Zanzibar Lane', '64875', 6),\n",
       " (177, '1010 Klerksdorp Way', '6802', 7),\n",
       " (497, '1013 Tabuk Boulevard', '96203', 8),\n",
       " (229, '1014 Loja Manor', '66851', 9),\n",
       " (331, '1016 Iwakuni Street', '49833', 10)]"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%sql\n",
    "--если мы в первом селекте, например, запросим еще и postal_code то получим еще и увидим postal_code\n",
    "\n",
    "SELECT\n",
    "address_id,\n",
    "address,\n",
    "postal_code,\n",
    "ROW_NUMBER() OVER(ORDER BY address ASC) AS row_numb\n",
    "FROM (\n",
    "SELECT address_id,address,postal_code,district,city_id\n",
    "FROM address\n",
    ") AS address limit 10;"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "ae3d80e7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "(psycopg2.errors.UndefinedColumn) ОШИБКА:  столбец \"district\" не существует\n",
      "LINE 6: district,\n",
      "        ^\n",
      "\n",
      "[SQL: --но если в главном селекте не запросим данные из вложенного запроса, то получим ошибку\n",
      "\n",
      "SELECT                                            --запрашиваем\n",
      "address_id,\n",
      "address,\n",
      "district,\n",
      "ROW_NUMBER() OVER(ORDER BY address ASC) AS row_numb\n",
      "FROM (                                            --фактически запросили из вложенного запроса\n",
      "SELECT address_id,address,postal_code,city_id\n",
      "FROM address\n",
      ") AS address limit 10;]\n",
      "(Background on this error at: https://sqlalche.me/e/14/f405)\n"
     ]
    }
   ],
   "source": [
    "%%sql\n",
    "--но если в главном селекте не запросим данные из вложенного запроса, то получим ошибку\n",
    "\n",
    "SELECT                                            --запрашиваем\n",
    "address_id,\n",
    "address,\n",
    "district,\n",
    "ROW_NUMBER() OVER(ORDER BY address ASC) AS row_numb\n",
    "FROM (                                            --фактически запросили из вложенного запроса\n",
    "SELECT address_id,address,postal_code,city_id\n",
    "FROM address\n",
    ") AS address limit 10;"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "931e4479",
   "metadata": {},
   "source": [
    "## PARTITION BY"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "705fa4d8",
   "metadata": {},
   "source": [
    "PARTITION BY позволяет сгруппировать строки по значению определённого столбца. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b9dfbd20",
   "metadata": {},
   "source": [
    "Рассмотрим таблицу payments"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "5ebfd1e0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "20 rows affected.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <tr>\n",
       "        <th>payment_id</th>\n",
       "        <th>customer_id</th>\n",
       "        <th>staff_id</th>\n",
       "        <th>rental_id</th>\n",
       "        <th>amount</th>\n",
       "        <th>payment_date</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17503</td>\n",
       "        <td>341</td>\n",
       "        <td>2</td>\n",
       "        <td>1520</td>\n",
       "        <td>7.99</td>\n",
       "        <td>2007-02-15 22:25:46.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17504</td>\n",
       "        <td>341</td>\n",
       "        <td>1</td>\n",
       "        <td>1778</td>\n",
       "        <td>1.99</td>\n",
       "        <td>2007-02-16 17:23:14.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17505</td>\n",
       "        <td>341</td>\n",
       "        <td>1</td>\n",
       "        <td>1849</td>\n",
       "        <td>7.99</td>\n",
       "        <td>2007-02-16 22:41:45.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17506</td>\n",
       "        <td>341</td>\n",
       "        <td>2</td>\n",
       "        <td>2829</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-02-19 19:39:56.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17507</td>\n",
       "        <td>341</td>\n",
       "        <td>2</td>\n",
       "        <td>3130</td>\n",
       "        <td>7.99</td>\n",
       "        <td>2007-02-20 17:31:48.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17508</td>\n",
       "        <td>341</td>\n",
       "        <td>1</td>\n",
       "        <td>3382</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-02-21 12:33:49.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17509</td>\n",
       "        <td>342</td>\n",
       "        <td>2</td>\n",
       "        <td>2190</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-02-17 23:58:17.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17510</td>\n",
       "        <td>342</td>\n",
       "        <td>1</td>\n",
       "        <td>2914</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-02-20 02:11:44.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17511</td>\n",
       "        <td>342</td>\n",
       "        <td>1</td>\n",
       "        <td>3081</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-02-20 13:57:39.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17512</td>\n",
       "        <td>343</td>\n",
       "        <td>2</td>\n",
       "        <td>1547</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-02-16 00:10:50.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17513</td>\n",
       "        <td>343</td>\n",
       "        <td>1</td>\n",
       "        <td>1564</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-02-16 01:15:33.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17514</td>\n",
       "        <td>343</td>\n",
       "        <td>2</td>\n",
       "        <td>1879</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-02-17 01:26:00.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17515</td>\n",
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       "        <td>2007-02-20 07:03:29.996577</td>\n",
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       "        <td>2007-02-21 14:42:28.996577</td>\n",
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       "</table>"
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      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%sql\n",
    "select * from payment limit 20"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "2812c8e1",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "100 rows affected.\n"
     ]
    },
    {
     "data": {
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       "        <td>2.99</td>\n",
       "        <td>2007-04-29 11:25:25.996577</td>\n",
       "        <td>123.74</td>\n",
       "        <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>2</td>\n",
       "        <td>29012</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-04-29 15:42:55.996577</td>\n",
       "        <td>123.74</td>\n",
       "        <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>2</td>\n",
       "        <td>29013</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-30 04:34:36.996577</td>\n",
       "        <td>123.74</td>\n",
       "        <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>2</td>\n",
       "        <td>29014</td>\n",
       "        <td>10.99</td>\n",
       "        <td>2007-04-30 12:16:09.996577</td>\n",
       "        <td>123.74</td>\n",
       "        <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>2</td>\n",
       "        <td>29015</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-04-30 12:42:37.996577</td>\n",
       "        <td>123.74</td>\n",
       "        <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>2</td>\n",
       "        <td>29016</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-04-30 14:49:39.996577</td>\n",
       "        <td>123.74</td>\n",
       "        <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>2</td>\n",
       "        <td>29017</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-04-30 21:08:19.996577</td>\n",
       "        <td>123.74</td>\n",
       "        <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>2</td>\n",
       "        <td>29018</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-04-30 20:27:22.996577</td>\n",
       "        <td>123.74</td>\n",
       "        <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>18503</td>\n",
       "        <td>8.99</td>\n",
       "        <td>2007-02-16 00:02:31.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>18504</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-02-16 13:47:36.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>18505</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-02-17 03:43:41.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>18506</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-02-19 07:03:19.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>22702</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-03-01 12:48:14.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>22703</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-03-18 13:18:21.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>22704</td>\n",
       "        <td>8.99</td>\n",
       "        <td>2007-03-19 20:46:33.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>22705</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-03-20 04:42:38.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>22706</td>\n",
       "        <td>8.99</td>\n",
       "        <td>2007-03-21 19:19:14.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>22707</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-03-22 08:05:53.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>22708</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-03-23 05:38:40.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>29019</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-07 08:51:51.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>29020</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-08 11:15:37.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>29021</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-04-27 03:23:08.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>29022</td>\n",
       "        <td>10.99</td>\n",
       "        <td>2007-04-27 18:51:38.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>29023</td>\n",
       "        <td>7.99</td>\n",
       "        <td>2007-04-28 02:27:47.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>29024</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-04-28 03:14:56.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>29025</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-28 10:15:11.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>29026</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-28 16:45:40.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>29027</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-04-29 09:35:30.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>29028</td>\n",
       "        <td>1.99</td>\n",
       "        <td>2007-04-30 11:59:46.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>29029</td>\n",
       "        <td>3.99</td>\n",
       "        <td>2007-04-30 20:14:12.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>29030</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-04-30 01:56:24.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>29031</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-30 10:01:24.996577</td>\n",
       "        <td>130.76</td>\n",
       "        <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>18507</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-02-15 07:59:54.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>18508</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-02-16 06:37:06.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>18509</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-02-16 12:29:53.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>18510</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-02-16 14:20:18.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>18511</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-02-17 12:59:38.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>18512</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-02-19 08:07:27.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>22709</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-03-02 05:38:00.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>22710</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-03-02 06:48:57.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>22711</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-03-16 22:56:27.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>22712</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-03-17 22:42:29.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>22713</td>\n",
       "        <td>8.99</td>\n",
       "        <td>2007-03-18 03:43:10.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>22714</td>\n",
       "        <td>1.99</td>\n",
       "        <td>2007-03-19 00:47:39.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>22715</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-03-20 08:00:30.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>22716</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-03-20 11:24:06.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>22717</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-03-21 03:22:03.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>22718</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-03-22 12:26:49.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>22719</td>\n",
       "        <td>1.99</td>\n",
       "        <td>2007-03-23 06:11:26.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>29032</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-04-28 00:38:36.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>29033</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-04-28 03:06:25.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>29034</td>\n",
       "        <td>3.99</td>\n",
       "        <td>2007-04-29 17:13:23.996577</td>\n",
       "        <td>81.78</td>\n",
       "        <td>22</td>\n",
       "    </tr>\n",
       "</table>"
      ],
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       " (2, 22696, Decimal('2.99'), datetime.datetime(2007, 3, 17, 2, 20, 44, 996577), Decimal('123.74'), 26),\n",
       " (2, 22697, Decimal('2.99'), datetime.datetime(2007, 3, 19, 4, 54, 30, 996577), Decimal('123.74'), 26),\n",
       " (2, 22698, Decimal('4.99'), datetime.datetime(2007, 3, 21, 11, 52, 58, 996577), Decimal('123.74'), 26),\n",
       " (2, 22699, Decimal('5.99'), datetime.datetime(2007, 3, 21, 21, 10, 22, 996577), Decimal('123.74'), 26),\n",
       " (2, 22700, Decimal('4.99'), datetime.datetime(2007, 3, 22, 12, 21, 30, 996577), Decimal('123.74'), 26),\n",
       " (2, 22701, Decimal('4.99'), datetime.datetime(2007, 3, 23, 16, 8, 1, 996577), Decimal('123.74'), 26),\n",
       " (2, 29005, Decimal('2.99'), datetime.datetime(2007, 4, 10, 4, 59, 50, 996577), Decimal('123.74'), 26),\n",
       " (2, 29006, Decimal('6.99'), datetime.datetime(2007, 4, 10, 11, 7, 22, 996577), Decimal('123.74'), 26),\n",
       " (2, 29007, Decimal('4.99'), datetime.datetime(2007, 4, 27, 12, 59, 8, 996577), Decimal('123.74'), 26),\n",
       " (2, 29008, Decimal('5.99'), datetime.datetime(2007, 4, 27, 13, 51, 28, 996577), Decimal('123.74'), 26),\n",
       " (2, 29009, Decimal('5.99'), datetime.datetime(2007, 4, 27, 17, 8, 46, 996577), Decimal('123.74'), 26),\n",
       " (2, 29010, Decimal('5.99'), datetime.datetime(2007, 4, 28, 22, 41, 25, 996577), Decimal('123.74'), 26),\n",
       " (2, 29011, Decimal('2.99'), datetime.datetime(2007, 4, 29, 11, 25, 25, 996577), Decimal('123.74'), 26),\n",
       " (2, 29012, Decimal('5.99'), datetime.datetime(2007, 4, 29, 15, 42, 55, 996577), Decimal('123.74'), 26),\n",
       " (2, 29013, Decimal('4.99'), datetime.datetime(2007, 4, 30, 4, 34, 36, 996577), Decimal('123.74'), 26),\n",
       " (2, 29014, Decimal('10.99'), datetime.datetime(2007, 4, 30, 12, 16, 9, 996577), Decimal('123.74'), 26),\n",
       " (2, 29015, Decimal('0.99'), datetime.datetime(2007, 4, 30, 12, 42, 37, 996577), Decimal('123.74'), 26),\n",
       " (2, 29016, Decimal('6.99'), datetime.datetime(2007, 4, 30, 14, 49, 39, 996577), Decimal('123.74'), 26),\n",
       " (2, 29017, Decimal('6.99'), datetime.datetime(2007, 4, 30, 21, 8, 19, 996577), Decimal('123.74'), 26),\n",
       " (2, 29018, Decimal('2.99'), datetime.datetime(2007, 4, 30, 20, 27, 22, 996577), Decimal('123.74'), 26),\n",
       " (3, 18503, Decimal('8.99'), datetime.datetime(2007, 2, 16, 0, 2, 31, 996577), Decimal('130.76'), 24),\n",
       " (3, 18504, Decimal('6.99'), datetime.datetime(2007, 2, 16, 13, 47, 36, 996577), Decimal('130.76'), 24),\n",
       " (3, 18505, Decimal('6.99'), datetime.datetime(2007, 2, 17, 3, 43, 41, 996577), Decimal('130.76'), 24),\n",
       " (3, 18506, Decimal('2.99'), datetime.datetime(2007, 2, 19, 7, 3, 19, 996577), Decimal('130.76'), 24),\n",
       " (3, 22702, Decimal('5.99'), datetime.datetime(2007, 3, 1, 12, 48, 14, 996577), Decimal('130.76'), 24),\n",
       " (3, 22703, Decimal('4.99'), datetime.datetime(2007, 3, 18, 13, 18, 21, 996577), Decimal('130.76'), 24),\n",
       " (3, 22704, Decimal('8.99'), datetime.datetime(2007, 3, 19, 20, 46, 33, 996577), Decimal('130.76'), 24),\n",
       " (3, 22705, Decimal('2.99'), datetime.datetime(2007, 3, 20, 4, 42, 38, 996577), Decimal('130.76'), 24),\n",
       " (3, 22706, Decimal('8.99'), datetime.datetime(2007, 3, 21, 19, 19, 14, 996577), Decimal('130.76'), 24),\n",
       " (3, 22707, Decimal('0.99'), datetime.datetime(2007, 3, 22, 8, 5, 53, 996577), Decimal('130.76'), 24),\n",
       " (3, 22708, Decimal('2.99'), datetime.datetime(2007, 3, 23, 5, 38, 40, 996577), Decimal('130.76'), 24),\n",
       " (3, 29019, Decimal('4.99'), datetime.datetime(2007, 4, 7, 8, 51, 51, 996577), Decimal('130.76'), 24),\n",
       " (3, 29020, Decimal('4.99'), datetime.datetime(2007, 4, 8, 11, 15, 37, 996577), Decimal('130.76'), 24),\n",
       " (3, 29021, Decimal('5.99'), datetime.datetime(2007, 4, 27, 3, 23, 8, 996577), Decimal('130.76'), 24),\n",
       " (3, 29022, Decimal('10.99'), datetime.datetime(2007, 4, 27, 18, 51, 38, 996577), Decimal('130.76'), 24),\n",
       " (3, 29023, Decimal('7.99'), datetime.datetime(2007, 4, 28, 2, 27, 47, 996577), Decimal('130.76'), 24),\n",
       " (3, 29024, Decimal('6.99'), datetime.datetime(2007, 4, 28, 3, 14, 56, 996577), Decimal('130.76'), 24),\n",
       " (3, 29025, Decimal('4.99'), datetime.datetime(2007, 4, 28, 10, 15, 11, 996577), Decimal('130.76'), 24),\n",
       " (3, 29026, Decimal('4.99'), datetime.datetime(2007, 4, 28, 16, 45, 40, 996577), Decimal('130.76'), 24),\n",
       " (3, 29027, Decimal('2.99'), datetime.datetime(2007, 4, 29, 9, 35, 30, 996577), Decimal('130.76'), 24),\n",
       " (3, 29028, Decimal('1.99'), datetime.datetime(2007, 4, 30, 11, 59, 46, 996577), Decimal('130.76'), 24),\n",
       " (3, 29029, Decimal('3.99'), datetime.datetime(2007, 4, 30, 20, 14, 12, 996577), Decimal('130.76'), 24),\n",
       " (3, 29030, Decimal('2.99'), datetime.datetime(2007, 4, 30, 1, 56, 24, 996577), Decimal('130.76'), 24),\n",
       " (3, 29031, Decimal('4.99'), datetime.datetime(2007, 4, 30, 10, 1, 24, 996577), Decimal('130.76'), 24),\n",
       " (4, 18507, Decimal('4.99'), datetime.datetime(2007, 2, 15, 7, 59, 54, 996577), Decimal('81.78'), 22),\n",
       " (4, 18508, Decimal('0.99'), datetime.datetime(2007, 2, 16, 6, 37, 6, 996577), Decimal('81.78'), 22),\n",
       " (4, 18509, Decimal('2.99'), datetime.datetime(2007, 2, 16, 12, 29, 53, 996577), Decimal('81.78'), 22),\n",
       " (4, 18510, Decimal('0.99'), datetime.datetime(2007, 2, 16, 14, 20, 18, 996577), Decimal('81.78'), 22),\n",
       " (4, 18511, Decimal('0.99'), datetime.datetime(2007, 2, 17, 12, 59, 38, 996577), Decimal('81.78'), 22),\n",
       " (4, 18512, Decimal('5.99'), datetime.datetime(2007, 2, 19, 8, 7, 27, 996577), Decimal('81.78'), 22),\n",
       " (4, 22709, Decimal('0.99'), datetime.datetime(2007, 3, 2, 5, 38, 0, 996577), Decimal('81.78'), 22),\n",
       " (4, 22710, Decimal('2.99'), datetime.datetime(2007, 3, 2, 6, 48, 57, 996577), Decimal('81.78'), 22),\n",
       " (4, 22711, Decimal('4.99'), datetime.datetime(2007, 3, 16, 22, 56, 27, 996577), Decimal('81.78'), 22),\n",
       " (4, 22712, Decimal('2.99'), datetime.datetime(2007, 3, 17, 22, 42, 29, 996577), Decimal('81.78'), 22),\n",
       " (4, 22713, Decimal('8.99'), datetime.datetime(2007, 3, 18, 3, 43, 10, 996577), Decimal('81.78'), 22),\n",
       " (4, 22714, Decimal('1.99'), datetime.datetime(2007, 3, 19, 0, 47, 39, 996577), Decimal('81.78'), 22),\n",
       " (4, 22715, Decimal('2.99'), datetime.datetime(2007, 3, 20, 8, 0, 30, 996577), Decimal('81.78'), 22),\n",
       " (4, 22716, Decimal('6.99'), datetime.datetime(2007, 3, 20, 11, 24, 6, 996577), Decimal('81.78'), 22),\n",
       " (4, 22717, Decimal('4.99'), datetime.datetime(2007, 3, 21, 3, 22, 3, 996577), Decimal('81.78'), 22),\n",
       " (4, 22718, Decimal('2.99'), datetime.datetime(2007, 3, 22, 12, 26, 49, 996577), Decimal('81.78'), 22),\n",
       " (4, 22719, Decimal('1.99'), datetime.datetime(2007, 3, 23, 6, 11, 26, 996577), Decimal('81.78'), 22),\n",
       " (4, 29032, Decimal('2.99'), datetime.datetime(2007, 4, 28, 0, 38, 36, 996577), Decimal('81.78'), 22),\n",
       " (4, 29033, Decimal('2.99'), datetime.datetime(2007, 4, 28, 3, 6, 25, 996577), Decimal('81.78'), 22),\n",
       " (4, 29034, Decimal('3.99'), datetime.datetime(2007, 4, 29, 17, 13, 23, 996577), Decimal('81.78'), 22)]"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%sql\n",
    "/*посчитаем, например, по признаку покупателя сколько он потратил всего и сколько у него было покупок\n",
    "выведем покупателя, номер платежки, сумму платежки, дату платежа, сумму потраченную покупателем всего \n",
    "и сколько он покупок сделал*/\n",
    "\n",
    "SELECT \n",
    "    customer_id,\n",
    "    payment_id,\n",
    "    amount,\n",
    "    payment_date,\n",
    "    SUM(amount) OVER(PARTITION BY customer_id) AS sum_amount,\n",
    "    COUNT(payment_id) OVER(PARTITION BY customer_id) AS how_many_payments_id\n",
    "FROM payment limit 100;"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed8e4061",
   "metadata": {},
   "source": [
    "LAG и LEAD возвращают значение выражения, вычисленного для предыдущей строки (LAG) или следующей строки (LEAD) результирующего набора соответственно. Рассмотрим простой пример запроса, который выводит названия фильмов."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "5fe113a6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "20 rows affected.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <tr>\n",
       "        <th>title</th>\n",
       "        <th>lag_prev</th>\n",
       "        <th>lead_next</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Academy Dinosaur</td>\n",
       "        <td>None</td>\n",
       "        <td>Ace Goldfinger</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ace Goldfinger</td>\n",
       "        <td>Academy Dinosaur</td>\n",
       "        <td>Adaptation Holes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adaptation Holes</td>\n",
       "        <td>Ace Goldfinger</td>\n",
       "        <td>Affair Prejudice</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Affair Prejudice</td>\n",
       "        <td>Adaptation Holes</td>\n",
       "        <td>African Egg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>African Egg</td>\n",
       "        <td>Affair Prejudice</td>\n",
       "        <td>Agent Truman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agent Truman</td>\n",
       "        <td>African Egg</td>\n",
       "        <td>Airplane Sierra</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Airplane Sierra</td>\n",
       "        <td>Agent Truman</td>\n",
       "        <td>Airport Pollock</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Airport Pollock</td>\n",
       "        <td>Airplane Sierra</td>\n",
       "        <td>Alabama Devil</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alabama Devil</td>\n",
       "        <td>Airport Pollock</td>\n",
       "        <td>Aladdin Calendar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aladdin Calendar</td>\n",
       "        <td>Alabama Devil</td>\n",
       "        <td>Alamo Videotape</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alamo Videotape</td>\n",
       "        <td>Aladdin Calendar</td>\n",
       "        <td>Alaska Phantom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alaska Phantom</td>\n",
       "        <td>Alamo Videotape</td>\n",
       "        <td>Ali Forever</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ali Forever</td>\n",
       "        <td>Alaska Phantom</td>\n",
       "        <td>Alice Fantasia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alice Fantasia</td>\n",
       "        <td>Ali Forever</td>\n",
       "        <td>Alien Center</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alien Center</td>\n",
       "        <td>Alice Fantasia</td>\n",
       "        <td>Alley Evolution</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alley Evolution</td>\n",
       "        <td>Alien Center</td>\n",
       "        <td>Alone Trip</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alone Trip</td>\n",
       "        <td>Alley Evolution</td>\n",
       "        <td>Alter Victory</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alter Victory</td>\n",
       "        <td>Alone Trip</td>\n",
       "        <td>Amadeus Holy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Amadeus Holy</td>\n",
       "        <td>Alter Victory</td>\n",
       "        <td>Amelie Hellfighters</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Amelie Hellfighters</td>\n",
       "        <td>Amadeus Holy</td>\n",
       "        <td>American Circus</td>\n",
       "    </tr>\n",
       "</table>"
      ],
      "text/plain": [
       "[('Academy Dinosaur', None, 'Ace Goldfinger'),\n",
       " ('Ace Goldfinger', 'Academy Dinosaur', 'Adaptation Holes'),\n",
       " ('Adaptation Holes', 'Ace Goldfinger', 'Affair Prejudice'),\n",
       " ('Affair Prejudice', 'Adaptation Holes', 'African Egg'),\n",
       " ('African Egg', 'Affair Prejudice', 'Agent Truman'),\n",
       " ('Agent Truman', 'African Egg', 'Airplane Sierra'),\n",
       " ('Airplane Sierra', 'Agent Truman', 'Airport Pollock'),\n",
       " ('Airport Pollock', 'Airplane Sierra', 'Alabama Devil'),\n",
       " ('Alabama Devil', 'Airport Pollock', 'Aladdin Calendar'),\n",
       " ('Aladdin Calendar', 'Alabama Devil', 'Alamo Videotape'),\n",
       " ('Alamo Videotape', 'Aladdin Calendar', 'Alaska Phantom'),\n",
       " ('Alaska Phantom', 'Alamo Videotape', 'Ali Forever'),\n",
       " ('Ali Forever', 'Alaska Phantom', 'Alice Fantasia'),\n",
       " ('Alice Fantasia', 'Ali Forever', 'Alien Center'),\n",
       " ('Alien Center', 'Alice Fantasia', 'Alley Evolution'),\n",
       " ('Alley Evolution', 'Alien Center', 'Alone Trip'),\n",
       " ('Alone Trip', 'Alley Evolution', 'Alter Victory'),\n",
       " ('Alter Victory', 'Alone Trip', 'Amadeus Holy'),\n",
       " ('Amadeus Holy', 'Alter Victory', 'Amelie Hellfighters'),\n",
       " ('Amelie Hellfighters', 'Amadeus Holy', 'American Circus')]"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%sql\n",
    "\n",
    "SELECT title,\n",
    "\n",
    "/*колонка с предыдущим значением названия фильма (из title),\n",
    "у первой строчки нет предыдущего значения title, поэтому она null*/\n",
    "LAG(title) OVER(ORDER BY title) LAG_prev,\n",
    "\n",
    "/*колонка со следующим значением названия фильма (из title)*/\n",
    "LEAD(title) OVER(ORDER BY title) LEAD_next \n",
    "\n",
    "FROM film limit 20;\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1a322f7a",
   "metadata": {},
   "source": [
    "Ранжирующие функции\n",
    "\n",
    "Ранжирующие функции – это функции, которые ранжируют значение для каждой строки в окне. Например, их можно использовать для того, чтобы присвоить порядковый номер строке или составить рейтинг.\n",
    "\n",
    "- ROW_NUMBER – функция возвращает номер строки и используется для нумерации;\n",
    "- RANK — функция возвращает ранг каждой строки. В данном случае значения уже анализируются и, в случае нахождения одинаковых, возвращает одинаковый ранг с пропуском следующего значения;\n",
    "- DENSE_RANK — функция возвращает ранг каждой строки. Но в отличие от функции RANK, она для одинаковых значений возвращает ранг, не пропуская следующий;\n",
    "- NTILE – это функция, которая позволяет определить к какой группе относится текущая строка. Количество групп задается в скобках.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1356231a",
   "metadata": {},
   "source": [
    "Например, Rank категорирует фильмы по рейтингу 4.99 под цифрой один и изменяется только на новом значении в соответствии с номером строки результата, \n",
    "\n",
    "а Dense_RANK сделал по другому - всех с рейтингом 4.99 записал в одну категорию, когда рейтинг изменился новая категория названа следующем по порядку. \n",
    "\n",
    "Кстасти, думаю удобно будет использовать Dense_RANK для быстрой классификации какой-либо информации по какому-либо признаку, более удобному для того или иного фреймворка.   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "111731c6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "1000 rows affected.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <tr>\n",
       "        <th>title</th>\n",
       "        <th>rental_rate</th>\n",
       "        <th>row_number</th>\n",
       "        <th>rank_number</th>\n",
       "        <th>dense_rank</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>French Holiday</td>\n",
       "        <td>4.99</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bucket Brotherhood</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Frisco Forrest</td>\n",
       "        <td>4.99</td>\n",
       "        <td>3</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Prejudice Oleander</td>\n",
       "        <td>4.99</td>\n",
       "        <td>4</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Frontier Cabin</td>\n",
       "        <td>4.99</td>\n",
       "        <td>5</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Poseidon Forever</td>\n",
       "        <td>4.99</td>\n",
       "        <td>6</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fugitive Maguire</td>\n",
       "        <td>4.99</td>\n",
       "        <td>7</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wyoming Storm</td>\n",
       "        <td>4.99</td>\n",
       "        <td>8</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pluto Oleander</td>\n",
       "        <td>4.99</td>\n",
       "        <td>9</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Platoon Instinct</td>\n",
       "        <td>4.99</td>\n",
       "        <td>10</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Galaxy Sweethearts</td>\n",
       "        <td>4.99</td>\n",
       "        <td>11</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Games Bowfinger</td>\n",
       "        <td>4.99</td>\n",
       "        <td>12</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pity Bound</td>\n",
       "        <td>4.99</td>\n",
       "        <td>13</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Trap Guys</td>\n",
       "        <td>4.99</td>\n",
       "        <td>14</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Garden Island</td>\n",
       "        <td>4.99</td>\n",
       "        <td>15</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Waterfront Deliverance</td>\n",
       "        <td>4.99</td>\n",
       "        <td>16</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pittsburgh Hunchback</td>\n",
       "        <td>4.99</td>\n",
       "        <td>17</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Working Microcosmos</td>\n",
       "        <td>4.99</td>\n",
       "        <td>18</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ghost Groundhog</td>\n",
       "        <td>4.99</td>\n",
       "        <td>19</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pinocchio Simon</td>\n",
       "        <td>4.99</td>\n",
       "        <td>20</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Trainspotting Strangers</td>\n",
       "        <td>4.99</td>\n",
       "        <td>21</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Philadelphia Wife</td>\n",
       "        <td>4.99</td>\n",
       "        <td>22</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Perdition Fargo</td>\n",
       "        <td>4.99</td>\n",
       "        <td>23</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gladiator Westward</td>\n",
       "        <td>4.99</td>\n",
       "        <td>24</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pelican Comforts</td>\n",
       "        <td>4.99</td>\n",
       "        <td>25</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Train Bunch</td>\n",
       "        <td>4.99</td>\n",
       "        <td>26</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Traffic Hobbit</td>\n",
       "        <td>4.99</td>\n",
       "        <td>27</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Peak Forever</td>\n",
       "        <td>4.99</td>\n",
       "        <td>28</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Trading Pinocchio</td>\n",
       "        <td>4.99</td>\n",
       "        <td>29</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gold River</td>\n",
       "        <td>4.99</td>\n",
       "        <td>30</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Paycheck Wait</td>\n",
       "        <td>4.99</td>\n",
       "        <td>31</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Paths Control</td>\n",
       "        <td>4.99</td>\n",
       "        <td>32</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Calendar Gunfight</td>\n",
       "        <td>4.99</td>\n",
       "        <td>33</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Goodfellas Salute</td>\n",
       "        <td>4.99</td>\n",
       "        <td>34</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>California Birds</td>\n",
       "        <td>4.99</td>\n",
       "        <td>35</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gosford Donnie</td>\n",
       "        <td>4.99</td>\n",
       "        <td>36</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Graceland Dynamite</td>\n",
       "        <td>4.99</td>\n",
       "        <td>37</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Tourist Pelican</td>\n",
       "        <td>4.99</td>\n",
       "        <td>38</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Past Suicides</td>\n",
       "        <td>4.99</td>\n",
       "        <td>39</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Chamber Italian</td>\n",
       "        <td>4.99</td>\n",
       "        <td>40</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Park Citizen</td>\n",
       "        <td>4.99</td>\n",
       "        <td>41</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Panther Reds</td>\n",
       "        <td>4.99</td>\n",
       "        <td>42</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wash Heavenly</td>\n",
       "        <td>4.99</td>\n",
       "        <td>43</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Panky Submarine</td>\n",
       "        <td>4.99</td>\n",
       "        <td>44</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>War Notting</td>\n",
       "        <td>4.99</td>\n",
       "        <td>45</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Grinch Massage</td>\n",
       "        <td>4.99</td>\n",
       "        <td>46</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Panic Club</td>\n",
       "        <td>4.99</td>\n",
       "        <td>47</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Outlaw Hanky</td>\n",
       "        <td>4.99</td>\n",
       "        <td>48</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Groundhog Uncut</td>\n",
       "        <td>4.99</td>\n",
       "        <td>49</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gump Date</td>\n",
       "        <td>4.99</td>\n",
       "        <td>50</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Opus Ice</td>\n",
       "        <td>4.99</td>\n",
       "        <td>51</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Opposite Necklace</td>\n",
       "        <td>4.99</td>\n",
       "        <td>52</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Candles Grapes</td>\n",
       "        <td>4.99</td>\n",
       "        <td>53</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Guys Falcon</td>\n",
       "        <td>4.99</td>\n",
       "        <td>54</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Torque Bound</td>\n",
       "        <td>4.99</td>\n",
       "        <td>55</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hall Cassidy</td>\n",
       "        <td>4.99</td>\n",
       "        <td>56</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Titans Jerk</td>\n",
       "        <td>4.99</td>\n",
       "        <td>57</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Caribbean Liberty</td>\n",
       "        <td>4.99</td>\n",
       "        <td>58</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wanda Chamber</td>\n",
       "        <td>4.99</td>\n",
       "        <td>59</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Open African</td>\n",
       "        <td>4.99</td>\n",
       "        <td>60</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hanging Deep</td>\n",
       "        <td>4.99</td>\n",
       "        <td>61</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Titanic Boondock</td>\n",
       "        <td>4.99</td>\n",
       "        <td>62</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hanover Galaxy</td>\n",
       "        <td>4.99</td>\n",
       "        <td>63</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Casablanca Super</td>\n",
       "        <td>4.99</td>\n",
       "        <td>64</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Casper Dragonfly</td>\n",
       "        <td>4.99</td>\n",
       "        <td>65</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>October Submarine</td>\n",
       "        <td>4.99</td>\n",
       "        <td>66</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Nuts Ties</td>\n",
       "        <td>4.99</td>\n",
       "        <td>67</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Harry Idaho</td>\n",
       "        <td>4.99</td>\n",
       "        <td>68</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>North Tequila</td>\n",
       "        <td>4.99</td>\n",
       "        <td>69</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Haunted Antitrust</td>\n",
       "        <td>4.99</td>\n",
       "        <td>70</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Nightmare Chill</td>\n",
       "        <td>4.99</td>\n",
       "        <td>71</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Name Detective</td>\n",
       "        <td>4.99</td>\n",
       "        <td>72</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Head Stranger</td>\n",
       "        <td>4.99</td>\n",
       "        <td>73</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Heartbreakers Bright</td>\n",
       "        <td>4.99</td>\n",
       "        <td>74</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Walls Artist</td>\n",
       "        <td>4.99</td>\n",
       "        <td>75</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Heavenly Gun</td>\n",
       "        <td>4.99</td>\n",
       "        <td>76</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Heavyweights Beast</td>\n",
       "        <td>4.99</td>\n",
       "        <td>77</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Cat Coneheads</td>\n",
       "        <td>4.99</td>\n",
       "        <td>78</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ties Hunger</td>\n",
       "        <td>4.99</td>\n",
       "        <td>79</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ali Forever</td>\n",
       "        <td>4.99</td>\n",
       "        <td>80</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Musketeers Wait</td>\n",
       "        <td>4.99</td>\n",
       "        <td>81</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Muppet Mile</td>\n",
       "        <td>4.99</td>\n",
       "        <td>82</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Movie Shakespeare</td>\n",
       "        <td>4.99</td>\n",
       "        <td>83</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Thin Sagebrush</td>\n",
       "        <td>4.99</td>\n",
       "        <td>84</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Holes Brannigan</td>\n",
       "        <td>4.99</td>\n",
       "        <td>85</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Holiday Games</td>\n",
       "        <td>4.99</td>\n",
       "        <td>86</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hollow Jeopardy</td>\n",
       "        <td>4.99</td>\n",
       "        <td>87</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Moonwalker Fool</td>\n",
       "        <td>4.99</td>\n",
       "        <td>88</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Moonshine Cabin</td>\n",
       "        <td>4.99</td>\n",
       "        <td>89</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Monsoon Cause</td>\n",
       "        <td>4.99</td>\n",
       "        <td>90</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Home Pity</td>\n",
       "        <td>4.99</td>\n",
       "        <td>91</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Model Fish</td>\n",
       "        <td>4.99</td>\n",
       "        <td>92</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Center Dinosaur</td>\n",
       "        <td>4.99</td>\n",
       "        <td>93</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mod Secretary</td>\n",
       "        <td>4.99</td>\n",
       "        <td>94</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mission Zoolander</td>\n",
       "        <td>4.99</td>\n",
       "        <td>95</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Thief Pelican</td>\n",
       "        <td>4.99</td>\n",
       "        <td>96</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Champion Flatliners</td>\n",
       "        <td>4.99</td>\n",
       "        <td>97</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dying Maker</td>\n",
       "        <td>4.99</td>\n",
       "        <td>98</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wonderland Christmas</td>\n",
       "        <td>4.99</td>\n",
       "        <td>99</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mine Titans</td>\n",
       "        <td>4.99</td>\n",
       "        <td>100</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hotel Happiness</td>\n",
       "        <td>4.99</td>\n",
       "        <td>101</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Minds Truman</td>\n",
       "        <td>4.99</td>\n",
       "        <td>102</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Attacks Hate</td>\n",
       "        <td>4.99</td>\n",
       "        <td>103</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Attraction Newton</td>\n",
       "        <td>4.99</td>\n",
       "        <td>104</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hunchback Impossible</td>\n",
       "        <td>4.99</td>\n",
       "        <td>105</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Million Ace</td>\n",
       "        <td>4.99</td>\n",
       "        <td>106</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Autumn Crow</td>\n",
       "        <td>4.99</td>\n",
       "        <td>107</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Chasing Fight</td>\n",
       "        <td>4.99</td>\n",
       "        <td>108</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Terminator Club</td>\n",
       "        <td>4.99</td>\n",
       "        <td>109</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hustler Party</td>\n",
       "        <td>4.99</td>\n",
       "        <td>110</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Chicago North</td>\n",
       "        <td>4.99</td>\n",
       "        <td>111</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hysterical Grail</td>\n",
       "        <td>4.99</td>\n",
       "        <td>112</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Tequila Past</td>\n",
       "        <td>4.99</td>\n",
       "        <td>113</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Temple Attraction</td>\n",
       "        <td>4.99</td>\n",
       "        <td>114</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Igby Maker</td>\n",
       "        <td>4.99</td>\n",
       "        <td>115</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Midsummer Groundhog</td>\n",
       "        <td>4.99</td>\n",
       "        <td>116</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Chinatown Gladiator</td>\n",
       "        <td>4.99</td>\n",
       "        <td>117</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mermaid Insects</td>\n",
       "        <td>4.99</td>\n",
       "        <td>118</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Impossible Prejudice</td>\n",
       "        <td>4.99</td>\n",
       "        <td>119</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Inch Jet</td>\n",
       "        <td>4.99</td>\n",
       "        <td>120</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Memento Zoolander</td>\n",
       "        <td>4.99</td>\n",
       "        <td>121</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Matrix Snowman</td>\n",
       "        <td>4.99</td>\n",
       "        <td>122</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Informer Double</td>\n",
       "        <td>4.99</td>\n",
       "        <td>123</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Innocent Usual</td>\n",
       "        <td>4.99</td>\n",
       "        <td>124</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Massacre Usual</td>\n",
       "        <td>4.99</td>\n",
       "        <td>125</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Chisum Behavior</td>\n",
       "        <td>4.99</td>\n",
       "        <td>126</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Baby Hall</td>\n",
       "        <td>4.99</td>\n",
       "        <td>127</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Telegraph Voyage</td>\n",
       "        <td>4.99</td>\n",
       "        <td>128</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Interview Liaisons</td>\n",
       "        <td>4.99</td>\n",
       "        <td>129</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Intolerable Intentions</td>\n",
       "        <td>4.99</td>\n",
       "        <td>130</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Maltese Hope</td>\n",
       "        <td>4.99</td>\n",
       "        <td>131</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Backlash Undefeated</td>\n",
       "        <td>4.99</td>\n",
       "        <td>132</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Iron Moon</td>\n",
       "        <td>4.99</td>\n",
       "        <td>133</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ishtar Rocketeer</td>\n",
       "        <td>4.99</td>\n",
       "        <td>134</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Teen Apollo</td>\n",
       "        <td>4.99</td>\n",
       "        <td>135</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Italian African</td>\n",
       "        <td>4.99</td>\n",
       "        <td>136</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Grosse Wonderful</td>\n",
       "        <td>4.99</td>\n",
       "        <td>137</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Cincinatti Whisperer</td>\n",
       "        <td>4.99</td>\n",
       "        <td>138</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Maiden Home</td>\n",
       "        <td>4.99</td>\n",
       "        <td>139</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Airport Pollock</td>\n",
       "        <td>4.99</td>\n",
       "        <td>140</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Madigan Dorado</td>\n",
       "        <td>4.99</td>\n",
       "        <td>141</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sweden Shining</td>\n",
       "        <td>4.99</td>\n",
       "        <td>142</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Loser Hustler</td>\n",
       "        <td>4.99</td>\n",
       "        <td>143</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Super Wyoming</td>\n",
       "        <td>4.99</td>\n",
       "        <td>144</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Clerks Angels</td>\n",
       "        <td>4.99</td>\n",
       "        <td>145</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lola Agent</td>\n",
       "        <td>4.99</td>\n",
       "        <td>146</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sunrise League</td>\n",
       "        <td>4.99</td>\n",
       "        <td>147</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Casualties Encino</td>\n",
       "        <td>4.99</td>\n",
       "        <td>148</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jersey Sassy</td>\n",
       "        <td>4.99</td>\n",
       "        <td>149</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jet Neighbors</td>\n",
       "        <td>4.99</td>\n",
       "        <td>150</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jingle Sagebrush</td>\n",
       "        <td>4.99</td>\n",
       "        <td>151</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lies Treatment</td>\n",
       "        <td>4.99</td>\n",
       "        <td>152</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Liaisons Sweet</td>\n",
       "        <td>4.99</td>\n",
       "        <td>153</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Closer Bang</td>\n",
       "        <td>4.99</td>\n",
       "        <td>154</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Legally Secretary</td>\n",
       "        <td>4.99</td>\n",
       "        <td>155</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>League Hellfighters</td>\n",
       "        <td>4.99</td>\n",
       "        <td>156</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lawless Vision</td>\n",
       "        <td>4.99</td>\n",
       "        <td>157</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lambs Cincinatti</td>\n",
       "        <td>4.99</td>\n",
       "        <td>158</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Suit Walls</td>\n",
       "        <td>4.99</td>\n",
       "        <td>159</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lady Stage</td>\n",
       "        <td>4.99</td>\n",
       "        <td>160</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Kissing Dolls</td>\n",
       "        <td>4.99</td>\n",
       "        <td>161</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Clue Grail</td>\n",
       "        <td>4.99</td>\n",
       "        <td>162</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>King Evolution</td>\n",
       "        <td>4.99</td>\n",
       "        <td>163</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Kiss Glory</td>\n",
       "        <td>4.99</td>\n",
       "        <td>164</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wizard Coldblooded</td>\n",
       "        <td>4.99</td>\n",
       "        <td>165</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Suicides Silence</td>\n",
       "        <td>4.99</td>\n",
       "        <td>166</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sugar Wonka</td>\n",
       "        <td>4.99</td>\n",
       "        <td>167</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wake Jaws</td>\n",
       "        <td>4.99</td>\n",
       "        <td>168</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Coldblooded Darling</td>\n",
       "        <td>4.99</td>\n",
       "        <td>169</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Witches Panic</td>\n",
       "        <td>4.99</td>\n",
       "        <td>170</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Coma Head</td>\n",
       "        <td>4.99</td>\n",
       "        <td>171</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Submarine Bed</td>\n",
       "        <td>4.99</td>\n",
       "        <td>172</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Volume House</td>\n",
       "        <td>4.99</td>\n",
       "        <td>173</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Command Darling</td>\n",
       "        <td>4.99</td>\n",
       "        <td>174</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Commandments Express</td>\n",
       "        <td>4.99</td>\n",
       "        <td>175</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Coneheads Smoochy</td>\n",
       "        <td>4.99</td>\n",
       "        <td>176</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Confessions Maguire</td>\n",
       "        <td>4.99</td>\n",
       "        <td>177</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Confidential Interview</td>\n",
       "        <td>4.99</td>\n",
       "        <td>178</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wife Turn</td>\n",
       "        <td>4.99</td>\n",
       "        <td>179</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Streetcar Intentions</td>\n",
       "        <td>4.99</td>\n",
       "        <td>180</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Connecticut Tramp</td>\n",
       "        <td>4.99</td>\n",
       "        <td>181</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Strangers Graffiti</td>\n",
       "        <td>4.99</td>\n",
       "        <td>182</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Conquerer Nuts</td>\n",
       "        <td>4.99</td>\n",
       "        <td>183</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Amelie Hellfighters</td>\n",
       "        <td>4.99</td>\n",
       "        <td>184</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>American Circus</td>\n",
       "        <td>4.99</td>\n",
       "        <td>185</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Control Anthem</td>\n",
       "        <td>4.99</td>\n",
       "        <td>186</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Conversation Downhill</td>\n",
       "        <td>4.99</td>\n",
       "        <td>187</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bright Encounters</td>\n",
       "        <td>4.99</td>\n",
       "        <td>188</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Stranger Strangers</td>\n",
       "        <td>4.99</td>\n",
       "        <td>189</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Whisperer Giant</td>\n",
       "        <td>4.99</td>\n",
       "        <td>190</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Beast Hunchback</td>\n",
       "        <td>4.99</td>\n",
       "        <td>191</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sting Personal</td>\n",
       "        <td>4.99</td>\n",
       "        <td>192</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Creepers Kane</td>\n",
       "        <td>4.99</td>\n",
       "        <td>193</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Stepmom Dream</td>\n",
       "        <td>4.99</td>\n",
       "        <td>194</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Crossing Divorce</td>\n",
       "        <td>4.99</td>\n",
       "        <td>195</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Beauty Grease</td>\n",
       "        <td>4.99</td>\n",
       "        <td>196</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Steers Armageddon</td>\n",
       "        <td>4.99</td>\n",
       "        <td>197</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Crowds Telemark</td>\n",
       "        <td>4.99</td>\n",
       "        <td>198</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Steel Santa</td>\n",
       "        <td>4.99</td>\n",
       "        <td>199</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Zorro Ark</td>\n",
       "        <td>4.99</td>\n",
       "        <td>200</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Virtual Spoilers</td>\n",
       "        <td>4.99</td>\n",
       "        <td>201</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Virgin Daisy</td>\n",
       "        <td>4.99</td>\n",
       "        <td>202</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Stagecoach Armageddon</td>\n",
       "        <td>4.99</td>\n",
       "        <td>203</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Behavior Runaway</td>\n",
       "        <td>4.99</td>\n",
       "        <td>204</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Daddy Pittsburgh</td>\n",
       "        <td>4.99</td>\n",
       "        <td>205</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Daisy Menagerie</td>\n",
       "        <td>4.99</td>\n",
       "        <td>206</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Spice Sorority</td>\n",
       "        <td>4.99</td>\n",
       "        <td>207</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Speed Suit</td>\n",
       "        <td>4.99</td>\n",
       "        <td>208</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Spartacus Cheaper</td>\n",
       "        <td>4.99</td>\n",
       "        <td>209</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dangerous Uptown</td>\n",
       "        <td>4.99</td>\n",
       "        <td>210</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Villain Desperate</td>\n",
       "        <td>4.99</td>\n",
       "        <td>211</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Airplane Sierra</td>\n",
       "        <td>4.99</td>\n",
       "        <td>212</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Darko Dorado</td>\n",
       "        <td>4.99</td>\n",
       "        <td>213</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Darling Breaking</td>\n",
       "        <td>4.99</td>\n",
       "        <td>214</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Darn Forrester</td>\n",
       "        <td>4.99</td>\n",
       "        <td>215</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Daughter Madigan</td>\n",
       "        <td>4.99</td>\n",
       "        <td>216</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dawn Pond</td>\n",
       "        <td>4.99</td>\n",
       "        <td>217</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Day Unfaithful</td>\n",
       "        <td>4.99</td>\n",
       "        <td>218</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dazed Punk</td>\n",
       "        <td>4.99</td>\n",
       "        <td>219</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Something Duck</td>\n",
       "        <td>4.99</td>\n",
       "        <td>220</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Deep Crusade</td>\n",
       "        <td>4.99</td>\n",
       "        <td>221</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Betrayed Rear</td>\n",
       "        <td>4.99</td>\n",
       "        <td>222</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Soldiers Evolution</td>\n",
       "        <td>4.99</td>\n",
       "        <td>223</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Desert Poseidon</td>\n",
       "        <td>4.99</td>\n",
       "        <td>224</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Whale Bikini</td>\n",
       "        <td>4.99</td>\n",
       "        <td>225</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Desperate Trainspotting</td>\n",
       "        <td>4.99</td>\n",
       "        <td>226</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Snatch Slipper</td>\n",
       "        <td>4.99</td>\n",
       "        <td>227</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Destiny Saturday</td>\n",
       "        <td>4.99</td>\n",
       "        <td>228</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Details Packer</td>\n",
       "        <td>4.99</td>\n",
       "        <td>229</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sleepless Monsoon</td>\n",
       "        <td>4.99</td>\n",
       "        <td>230</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Devil Desire</td>\n",
       "        <td>4.99</td>\n",
       "        <td>231</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bikini Borrowers</td>\n",
       "        <td>4.99</td>\n",
       "        <td>232</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bilko Anonymous</td>\n",
       "        <td>4.99</td>\n",
       "        <td>233</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>West Lion</td>\n",
       "        <td>4.99</td>\n",
       "        <td>234</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sleeping Suspects</td>\n",
       "        <td>4.99</td>\n",
       "        <td>235</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Anthem Luke</td>\n",
       "        <td>4.99</td>\n",
       "        <td>236</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Birch Antitrust</td>\n",
       "        <td>4.99</td>\n",
       "        <td>237</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bird Independence</td>\n",
       "        <td>4.99</td>\n",
       "        <td>238</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Videotape Arsenic</td>\n",
       "        <td>4.99</td>\n",
       "        <td>239</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Birds Perdition</td>\n",
       "        <td>4.99</td>\n",
       "        <td>240</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dogma Family</td>\n",
       "        <td>4.99</td>\n",
       "        <td>241</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ace Goldfinger</td>\n",
       "        <td>4.99</td>\n",
       "        <td>242</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Slacker Liaisons</td>\n",
       "        <td>4.99</td>\n",
       "        <td>243</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sister Freddy</td>\n",
       "        <td>4.99</td>\n",
       "        <td>244</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Doors President</td>\n",
       "        <td>4.99</td>\n",
       "        <td>245</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dorado Notting</td>\n",
       "        <td>4.99</td>\n",
       "        <td>246</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Silverado Goldfinger</td>\n",
       "        <td>4.99</td>\n",
       "        <td>247</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Doubtfire Labyrinth</td>\n",
       "        <td>4.99</td>\n",
       "        <td>248</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Show Lord</td>\n",
       "        <td>4.99</td>\n",
       "        <td>249</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dozen Lion</td>\n",
       "        <td>4.99</td>\n",
       "        <td>250</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Shawshank Bubble</td>\n",
       "        <td>4.99</td>\n",
       "        <td>251</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Seven Swarm</td>\n",
       "        <td>4.99</td>\n",
       "        <td>252</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dragonfly Strangers</td>\n",
       "        <td>4.99</td>\n",
       "        <td>253</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Velvet Terminator</td>\n",
       "        <td>4.99</td>\n",
       "        <td>254</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Drifter Commandments</td>\n",
       "        <td>4.99</td>\n",
       "        <td>255</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aladdin Calendar</td>\n",
       "        <td>4.99</td>\n",
       "        <td>256</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Driving Polish</td>\n",
       "        <td>4.99</td>\n",
       "        <td>257</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Drop Waterfront</td>\n",
       "        <td>4.99</td>\n",
       "        <td>258</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sensibility Rear</td>\n",
       "        <td>4.99</td>\n",
       "        <td>259</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sense Greek</td>\n",
       "        <td>4.99</td>\n",
       "        <td>260</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Blindness Gun</td>\n",
       "        <td>4.99</td>\n",
       "        <td>261</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dude Blindness</td>\n",
       "        <td>4.99</td>\n",
       "        <td>262</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Secrets Paradise</td>\n",
       "        <td>4.99</td>\n",
       "        <td>263</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Secretary Rouge</td>\n",
       "        <td>4.99</td>\n",
       "        <td>264</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Durham Panky</td>\n",
       "        <td>4.99</td>\n",
       "        <td>265</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Vanilla Day</td>\n",
       "        <td>4.99</td>\n",
       "        <td>266</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Secret Groundhog</td>\n",
       "        <td>4.99</td>\n",
       "        <td>267</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Eagles Panky</td>\n",
       "        <td>4.99</td>\n",
       "        <td>268</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Early Home</td>\n",
       "        <td>4.99</td>\n",
       "        <td>269</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Seattle Expecations</td>\n",
       "        <td>4.99</td>\n",
       "        <td>270</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Scorpion Apollo</td>\n",
       "        <td>4.99</td>\n",
       "        <td>271</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Easy Gladiator</td>\n",
       "        <td>4.99</td>\n",
       "        <td>272</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Edge Kissing</td>\n",
       "        <td>4.99</td>\n",
       "        <td>273</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>School Jacket</td>\n",
       "        <td>4.99</td>\n",
       "        <td>274</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Apache Divine</td>\n",
       "        <td>4.99</td>\n",
       "        <td>275</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Scarface Bang</td>\n",
       "        <td>4.99</td>\n",
       "        <td>276</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Element Freddy</td>\n",
       "        <td>4.99</td>\n",
       "        <td>277</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Elephant Trojan</td>\n",
       "        <td>4.99</td>\n",
       "        <td>278</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Elf Murder</td>\n",
       "        <td>4.99</td>\n",
       "        <td>279</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Elizabeth Shane</td>\n",
       "        <td>4.99</td>\n",
       "        <td>280</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Scalawag Duck</td>\n",
       "        <td>4.99</td>\n",
       "        <td>281</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Saturn Name</td>\n",
       "        <td>4.99</td>\n",
       "        <td>282</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Saturday Lambs</td>\n",
       "        <td>4.99</td>\n",
       "        <td>283</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Satisfaction Confidential</td>\n",
       "        <td>4.99</td>\n",
       "        <td>284</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Enemy Odds</td>\n",
       "        <td>4.99</td>\n",
       "        <td>285</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sabrina Midnight</td>\n",
       "        <td>4.99</td>\n",
       "        <td>286</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Boiled Dares</td>\n",
       "        <td>4.99</td>\n",
       "        <td>287</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Rules Human</td>\n",
       "        <td>4.99</td>\n",
       "        <td>288</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Vampire Whale</td>\n",
       "        <td>4.99</td>\n",
       "        <td>289</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Eve Resurrection</td>\n",
       "        <td>4.99</td>\n",
       "        <td>290</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Roses Treasure</td>\n",
       "        <td>4.99</td>\n",
       "        <td>291</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Rocky War</td>\n",
       "        <td>4.99</td>\n",
       "        <td>292</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Road Roxanne</td>\n",
       "        <td>4.99</td>\n",
       "        <td>293</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Boogie Amelie</td>\n",
       "        <td>4.99</td>\n",
       "        <td>294</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Expecations Natural</td>\n",
       "        <td>4.99</td>\n",
       "        <td>295</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Right Cranes</td>\n",
       "        <td>4.99</td>\n",
       "        <td>296</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Usual Untouchables</td>\n",
       "        <td>4.99</td>\n",
       "        <td>297</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Born Spinal</td>\n",
       "        <td>4.99</td>\n",
       "        <td>298</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Undefeated Dalmations</td>\n",
       "        <td>4.99</td>\n",
       "        <td>299</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Requiem Tycoon</td>\n",
       "        <td>4.99</td>\n",
       "        <td>300</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Falcon Volume</td>\n",
       "        <td>4.99</td>\n",
       "        <td>301</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Reds Pocus</td>\n",
       "        <td>4.99</td>\n",
       "        <td>302</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Tycoon Gathering</td>\n",
       "        <td>4.99</td>\n",
       "        <td>303</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Records Zorro</td>\n",
       "        <td>4.99</td>\n",
       "        <td>304</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Twisted Pirates</td>\n",
       "        <td>4.99</td>\n",
       "        <td>305</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bowfinger Gables</td>\n",
       "        <td>4.99</td>\n",
       "        <td>306</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Range Moonwalker</td>\n",
       "        <td>4.99</td>\n",
       "        <td>307</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fellowship Autumn</td>\n",
       "        <td>4.99</td>\n",
       "        <td>308</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Brannigan Sunrise</td>\n",
       "        <td>4.99</td>\n",
       "        <td>309</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Rainbow Shock</td>\n",
       "        <td>4.99</td>\n",
       "        <td>310</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fever Empire</td>\n",
       "        <td>4.99</td>\n",
       "        <td>311</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Raging Airplane</td>\n",
       "        <td>4.99</td>\n",
       "        <td>312</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fiddler Lost</td>\n",
       "        <td>4.99</td>\n",
       "        <td>313</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fidelity Devil</td>\n",
       "        <td>4.99</td>\n",
       "        <td>314</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Rage Games</td>\n",
       "        <td>4.99</td>\n",
       "        <td>315</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Quills Bull</td>\n",
       "        <td>4.99</td>\n",
       "        <td>316</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fire Wolves</td>\n",
       "        <td>4.99</td>\n",
       "        <td>317</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Queen Luke</td>\n",
       "        <td>4.99</td>\n",
       "        <td>318</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Punk Divorce</td>\n",
       "        <td>4.99</td>\n",
       "        <td>319</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Apocalypse Flamingos</td>\n",
       "        <td>4.99</td>\n",
       "        <td>320</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Flamingos Connecticut</td>\n",
       "        <td>4.99</td>\n",
       "        <td>321</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Flash Wars</td>\n",
       "        <td>4.99</td>\n",
       "        <td>322</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Breakfast Goldfinger</td>\n",
       "        <td>4.99</td>\n",
       "        <td>323</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Flight Lies</td>\n",
       "        <td>4.99</td>\n",
       "        <td>324</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Flintstones Happiness</td>\n",
       "        <td>4.99</td>\n",
       "        <td>325</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Yentl Idaho</td>\n",
       "        <td>4.99</td>\n",
       "        <td>326</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Truman Crazy</td>\n",
       "        <td>4.99</td>\n",
       "        <td>327</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fool Mockingbird</td>\n",
       "        <td>4.99</td>\n",
       "        <td>328</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Werewolf Lola</td>\n",
       "        <td>4.99</td>\n",
       "        <td>329</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Brooklyn Desert</td>\n",
       "        <td>4.99</td>\n",
       "        <td>330</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Forrester Comancheros</td>\n",
       "        <td>4.99</td>\n",
       "        <td>331</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Trip Newton</td>\n",
       "        <td>4.99</td>\n",
       "        <td>332</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Private Drop</td>\n",
       "        <td>4.99</td>\n",
       "        <td>333</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bubble Grosse</td>\n",
       "        <td>4.99</td>\n",
       "        <td>334</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Freddy Storm</td>\n",
       "        <td>4.99</td>\n",
       "        <td>335</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>President Bang</td>\n",
       "        <td>4.99</td>\n",
       "        <td>336</td>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Grail Frankenstein</td>\n",
       "        <td>2.99</td>\n",
       "        <td>337</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adaptation Holes</td>\n",
       "        <td>2.99</td>\n",
       "        <td>338</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Affair Prejudice</td>\n",
       "        <td>2.99</td>\n",
       "        <td>339</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>African Egg</td>\n",
       "        <td>2.99</td>\n",
       "        <td>340</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agent Truman</td>\n",
       "        <td>2.99</td>\n",
       "        <td>341</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alabama Devil</td>\n",
       "        <td>2.99</td>\n",
       "        <td>342</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alien Center</td>\n",
       "        <td>2.99</td>\n",
       "        <td>343</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alley Evolution</td>\n",
       "        <td>2.99</td>\n",
       "        <td>344</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Amistad Midsummer</td>\n",
       "        <td>2.99</td>\n",
       "        <td>345</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Analyze Hoosiers</td>\n",
       "        <td>2.99</td>\n",
       "        <td>346</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Angels Life</td>\n",
       "        <td>2.99</td>\n",
       "        <td>347</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Antitrust Tomatoes</td>\n",
       "        <td>2.99</td>\n",
       "        <td>348</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Anything Savannah</td>\n",
       "        <td>2.99</td>\n",
       "        <td>349</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Apollo Teen</td>\n",
       "        <td>2.99</td>\n",
       "        <td>350</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Arachnophobia Rollercoaster</td>\n",
       "        <td>2.99</td>\n",
       "        <td>351</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Arizona Bang</td>\n",
       "        <td>2.99</td>\n",
       "        <td>352</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Artist Coldblooded</td>\n",
       "        <td>2.99</td>\n",
       "        <td>353</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Atlantis Cause</td>\n",
       "        <td>2.99</td>\n",
       "        <td>354</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Badman Dawn</td>\n",
       "        <td>2.99</td>\n",
       "        <td>355</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Baked Cleopatra</td>\n",
       "        <td>2.99</td>\n",
       "        <td>356</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Balloon Homeward</td>\n",
       "        <td>2.99</td>\n",
       "        <td>357</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bang Kwai</td>\n",
       "        <td>2.99</td>\n",
       "        <td>358</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Barbarella Streetcar</td>\n",
       "        <td>2.99</td>\n",
       "        <td>359</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Barefoot Manchurian</td>\n",
       "        <td>2.99</td>\n",
       "        <td>360</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Basic Easy</td>\n",
       "        <td>2.99</td>\n",
       "        <td>361</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Beach Heartbreakers</td>\n",
       "        <td>2.99</td>\n",
       "        <td>362</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bear Graceland</td>\n",
       "        <td>2.99</td>\n",
       "        <td>363</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bed Highball</td>\n",
       "        <td>2.99</td>\n",
       "        <td>364</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Berets Agent</td>\n",
       "        <td>2.99</td>\n",
       "        <td>365</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Beverly Outlaw</td>\n",
       "        <td>2.99</td>\n",
       "        <td>366</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bill Others</td>\n",
       "        <td>2.99</td>\n",
       "        <td>367</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bingo Talented</td>\n",
       "        <td>2.99</td>\n",
       "        <td>368</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Blackout Private</td>\n",
       "        <td>2.99</td>\n",
       "        <td>369</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Blanket Beverly</td>\n",
       "        <td>2.99</td>\n",
       "        <td>370</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Blues Instinct</td>\n",
       "        <td>2.99</td>\n",
       "        <td>371</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Braveheart Human</td>\n",
       "        <td>2.99</td>\n",
       "        <td>372</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Breaking Home</td>\n",
       "        <td>2.99</td>\n",
       "        <td>373</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bringing Hysterical</td>\n",
       "        <td>2.99</td>\n",
       "        <td>374</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bugsy Song</td>\n",
       "        <td>2.99</td>\n",
       "        <td>375</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bulworth Commandments</td>\n",
       "        <td>2.99</td>\n",
       "        <td>376</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bunch Minds</td>\n",
       "        <td>2.99</td>\n",
       "        <td>377</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Campus Remember</td>\n",
       "        <td>2.99</td>\n",
       "        <td>378</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Candidate Perdition</td>\n",
       "        <td>2.99</td>\n",
       "        <td>379</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Carol Texas</td>\n",
       "        <td>2.99</td>\n",
       "        <td>380</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Cassidy Wyoming</td>\n",
       "        <td>2.99</td>\n",
       "        <td>381</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Cause Date</td>\n",
       "        <td>2.99</td>\n",
       "        <td>382</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Chance Resurrection</td>\n",
       "        <td>2.99</td>\n",
       "        <td>383</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Clash Freddy</td>\n",
       "        <td>2.99</td>\n",
       "        <td>384</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Chaplin License</td>\n",
       "        <td>2.99</td>\n",
       "        <td>385</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Charade Duffel</td>\n",
       "        <td>2.99</td>\n",
       "        <td>386</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Chariots Conspiracy</td>\n",
       "        <td>2.99</td>\n",
       "        <td>387</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Chitty Lock</td>\n",
       "        <td>2.99</td>\n",
       "        <td>388</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Chocolate Duck</td>\n",
       "        <td>2.99</td>\n",
       "        <td>389</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Cider Desire</td>\n",
       "        <td>2.99</td>\n",
       "        <td>390</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Circus Youth</td>\n",
       "        <td>2.99</td>\n",
       "        <td>391</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Clones Pinocchio</td>\n",
       "        <td>2.99</td>\n",
       "        <td>392</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Clueless Bucket</td>\n",
       "        <td>2.99</td>\n",
       "        <td>393</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Core Suit</td>\n",
       "        <td>2.99</td>\n",
       "        <td>394</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Color Philadelphia</td>\n",
       "        <td>2.99</td>\n",
       "        <td>395</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Comforts Rush</td>\n",
       "        <td>2.99</td>\n",
       "        <td>396</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Confused Candles</td>\n",
       "        <td>2.99</td>\n",
       "        <td>397</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Conspiracy Spirit</td>\n",
       "        <td>2.99</td>\n",
       "        <td>398</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Contact Anonymous</td>\n",
       "        <td>2.99</td>\n",
       "        <td>399</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Cowboy Doom</td>\n",
       "        <td>2.99</td>\n",
       "        <td>400</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Cranes Reservoir</td>\n",
       "        <td>2.99</td>\n",
       "        <td>401</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Crazy Home</td>\n",
       "        <td>2.99</td>\n",
       "        <td>402</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Crossroads Casualties</td>\n",
       "        <td>2.99</td>\n",
       "        <td>403</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Crusade Honey</td>\n",
       "        <td>2.99</td>\n",
       "        <td>404</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Crystal Breaking</td>\n",
       "        <td>2.99</td>\n",
       "        <td>405</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Cupboard Sinners</td>\n",
       "        <td>2.99</td>\n",
       "        <td>406</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Cyclone Family</td>\n",
       "        <td>2.99</td>\n",
       "        <td>407</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dares Pluto</td>\n",
       "        <td>2.99</td>\n",
       "        <td>408</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Darkness War</td>\n",
       "        <td>2.99</td>\n",
       "        <td>409</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Deer Virginian</td>\n",
       "        <td>2.99</td>\n",
       "        <td>410</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Desire Alien</td>\n",
       "        <td>2.99</td>\n",
       "        <td>411</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Diary Panic</td>\n",
       "        <td>2.99</td>\n",
       "        <td>412</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dinosaur Secretary</td>\n",
       "        <td>2.99</td>\n",
       "        <td>413</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dirty Ace</td>\n",
       "        <td>2.99</td>\n",
       "        <td>414</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Disturbing Scarface</td>\n",
       "        <td>2.99</td>\n",
       "        <td>415</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Divide Monster</td>\n",
       "        <td>2.99</td>\n",
       "        <td>416</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Divine Resurrection</td>\n",
       "        <td>2.99</td>\n",
       "        <td>417</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Divorce Shining</td>\n",
       "        <td>2.99</td>\n",
       "        <td>418</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Doctor Grail</td>\n",
       "        <td>2.99</td>\n",
       "        <td>419</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dolls Rage</td>\n",
       "        <td>2.99</td>\n",
       "        <td>420</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dream Pickup</td>\n",
       "        <td>2.99</td>\n",
       "        <td>421</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Driver Annie</td>\n",
       "        <td>2.99</td>\n",
       "        <td>422</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Duck Racer</td>\n",
       "        <td>2.99</td>\n",
       "        <td>423</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dwarfs Alter</td>\n",
       "        <td>2.99</td>\n",
       "        <td>424</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Egg Igby</td>\n",
       "        <td>2.99</td>\n",
       "        <td>425</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Enough Raging</td>\n",
       "        <td>2.99</td>\n",
       "        <td>426</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Escape Metropolis</td>\n",
       "        <td>2.99</td>\n",
       "        <td>427</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Exorcist Sting</td>\n",
       "        <td>2.99</td>\n",
       "        <td>428</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Express Lonely</td>\n",
       "        <td>2.99</td>\n",
       "        <td>429</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Extraordinary Conquerer</td>\n",
       "        <td>2.99</td>\n",
       "        <td>430</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Eyes Driving</td>\n",
       "        <td>2.99</td>\n",
       "        <td>431</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fantasia Park</td>\n",
       "        <td>2.99</td>\n",
       "        <td>432</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fargo Gandhi</td>\n",
       "        <td>2.99</td>\n",
       "        <td>433</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fatal Haunted</td>\n",
       "        <td>2.99</td>\n",
       "        <td>434</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ferris Mother</td>\n",
       "        <td>2.99</td>\n",
       "        <td>435</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fish Opus</td>\n",
       "        <td>2.99</td>\n",
       "        <td>436</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Flatliners Killer</td>\n",
       "        <td>2.99</td>\n",
       "        <td>437</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Floats Garden</td>\n",
       "        <td>2.99</td>\n",
       "        <td>438</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Flying Hook</td>\n",
       "        <td>2.99</td>\n",
       "        <td>439</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Forever Candidate</td>\n",
       "        <td>2.99</td>\n",
       "        <td>440</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Forrest Sons</td>\n",
       "        <td>2.99</td>\n",
       "        <td>441</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Forward Temple</td>\n",
       "        <td>2.99</td>\n",
       "        <td>442</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Freaky Pocus</td>\n",
       "        <td>2.99</td>\n",
       "        <td>443</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Frida Slipper</td>\n",
       "        <td>2.99</td>\n",
       "        <td>444</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Full Flatliners</td>\n",
       "        <td>2.99</td>\n",
       "        <td>445</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gangs Pride</td>\n",
       "        <td>2.99</td>\n",
       "        <td>446</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gaslight Crusade</td>\n",
       "        <td>2.99</td>\n",
       "        <td>447</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gentlemen Stage</td>\n",
       "        <td>2.99</td>\n",
       "        <td>448</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Giant Troopers</td>\n",
       "        <td>2.99</td>\n",
       "        <td>449</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gleaming Jawbreaker</td>\n",
       "        <td>2.99</td>\n",
       "        <td>450</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Glory Tracy</td>\n",
       "        <td>2.99</td>\n",
       "        <td>451</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Godfather Diary</td>\n",
       "        <td>2.99</td>\n",
       "        <td>452</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gone Trouble</td>\n",
       "        <td>2.99</td>\n",
       "        <td>453</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gorgeous Bingo</td>\n",
       "        <td>2.99</td>\n",
       "        <td>454</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Graduate Lord</td>\n",
       "        <td>2.99</td>\n",
       "        <td>455</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Greatest North</td>\n",
       "        <td>2.99</td>\n",
       "        <td>456</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Greek Everyone</td>\n",
       "        <td>2.99</td>\n",
       "        <td>457</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gunfighter Mussolini</td>\n",
       "        <td>2.99</td>\n",
       "        <td>458</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Half Outfield</td>\n",
       "        <td>2.99</td>\n",
       "        <td>459</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Halloween Nuts</td>\n",
       "        <td>2.99</td>\n",
       "        <td>460</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hamlet Wisdom</td>\n",
       "        <td>2.99</td>\n",
       "        <td>461</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Identity Lover</td>\n",
       "        <td>2.99</td>\n",
       "        <td>462</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hanky October</td>\n",
       "        <td>2.99</td>\n",
       "        <td>463</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Happiness United</td>\n",
       "        <td>2.99</td>\n",
       "        <td>464</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hardly Robbers</td>\n",
       "        <td>2.99</td>\n",
       "        <td>465</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Heaven Freedom</td>\n",
       "        <td>2.99</td>\n",
       "        <td>466</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hedwig Alter</td>\n",
       "        <td>2.99</td>\n",
       "        <td>467</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hellfighters Sierra</td>\n",
       "        <td>2.99</td>\n",
       "        <td>468</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>High Encino</td>\n",
       "        <td>2.99</td>\n",
       "        <td>469</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hocus Frida</td>\n",
       "        <td>2.99</td>\n",
       "        <td>470</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Homicide Peach</td>\n",
       "        <td>2.99</td>\n",
       "        <td>471</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Idols Snatchers</td>\n",
       "        <td>2.99</td>\n",
       "        <td>472</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hoosiers Birdcage</td>\n",
       "        <td>2.99</td>\n",
       "        <td>473</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hope Tootsie</td>\n",
       "        <td>2.99</td>\n",
       "        <td>474</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Horn Working</td>\n",
       "        <td>2.99</td>\n",
       "        <td>475</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>House Dynamite</td>\n",
       "        <td>2.99</td>\n",
       "        <td>476</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Human Graffiti</td>\n",
       "        <td>2.99</td>\n",
       "        <td>477</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hunter Alter</td>\n",
       "        <td>2.99</td>\n",
       "        <td>478</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hunting Musketeers</td>\n",
       "        <td>2.99</td>\n",
       "        <td>479</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hurricane Affair</td>\n",
       "        <td>2.99</td>\n",
       "        <td>480</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hyde Doctor</td>\n",
       "        <td>2.99</td>\n",
       "        <td>481</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ice Crossing</td>\n",
       "        <td>2.99</td>\n",
       "        <td>482</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Idaho Love</td>\n",
       "        <td>2.99</td>\n",
       "        <td>483</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Image Princess</td>\n",
       "        <td>2.99</td>\n",
       "        <td>484</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Insider Arizona</td>\n",
       "        <td>2.99</td>\n",
       "        <td>485</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Instinct Airport</td>\n",
       "        <td>2.99</td>\n",
       "        <td>486</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Intentions Empire</td>\n",
       "        <td>2.99</td>\n",
       "        <td>487</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Invasion Cyclone</td>\n",
       "        <td>2.99</td>\n",
       "        <td>488</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Island Exorcist</td>\n",
       "        <td>2.99</td>\n",
       "        <td>489</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jacket Frisco</td>\n",
       "        <td>2.99</td>\n",
       "        <td>490</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jade Bunch</td>\n",
       "        <td>2.99</td>\n",
       "        <td>491</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jason Trap</td>\n",
       "        <td>2.99</td>\n",
       "        <td>492</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jaws Harry</td>\n",
       "        <td>2.99</td>\n",
       "        <td>493</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jeepers Wedding</td>\n",
       "        <td>2.99</td>\n",
       "        <td>494</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jekyll Frogmen</td>\n",
       "        <td>2.99</td>\n",
       "        <td>495</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jericho Mulan</td>\n",
       "        <td>2.99</td>\n",
       "        <td>496</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jerk Paycheck</td>\n",
       "        <td>2.99</td>\n",
       "        <td>497</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jumanji Blade</td>\n",
       "        <td>2.99</td>\n",
       "        <td>498</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Kentuckian Giant</td>\n",
       "        <td>2.99</td>\n",
       "        <td>499</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Killer Innocent</td>\n",
       "        <td>2.99</td>\n",
       "        <td>500</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Knock Warlock</td>\n",
       "        <td>2.99</td>\n",
       "        <td>501</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Kramer Chocolate</td>\n",
       "        <td>2.99</td>\n",
       "        <td>502</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Labyrinth League</td>\n",
       "        <td>2.99</td>\n",
       "        <td>503</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Leathernecks Dwarfs</td>\n",
       "        <td>2.99</td>\n",
       "        <td>504</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lebowski Soldiers</td>\n",
       "        <td>2.99</td>\n",
       "        <td>505</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Liberty Magnificent</td>\n",
       "        <td>2.99</td>\n",
       "        <td>506</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>License Weekend</td>\n",
       "        <td>2.99</td>\n",
       "        <td>507</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Life Twisted</td>\n",
       "        <td>2.99</td>\n",
       "        <td>508</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lock Rear</td>\n",
       "        <td>2.99</td>\n",
       "        <td>509</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lolita World</td>\n",
       "        <td>2.99</td>\n",
       "        <td>510</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lonely Elephant</td>\n",
       "        <td>2.99</td>\n",
       "        <td>511</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lord Arizona</td>\n",
       "        <td>2.99</td>\n",
       "        <td>512</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lost Bird</td>\n",
       "        <td>2.99</td>\n",
       "        <td>513</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lovely Jingle</td>\n",
       "        <td>2.99</td>\n",
       "        <td>514</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lover Truman</td>\n",
       "        <td>2.99</td>\n",
       "        <td>515</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Luck Opus</td>\n",
       "        <td>2.99</td>\n",
       "        <td>516</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lucky Flying</td>\n",
       "        <td>2.99</td>\n",
       "        <td>517</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Luke Mummy</td>\n",
       "        <td>2.99</td>\n",
       "        <td>518</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mask Peach</td>\n",
       "        <td>2.99</td>\n",
       "        <td>519</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lust Lock</td>\n",
       "        <td>2.99</td>\n",
       "        <td>520</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Madison Trap</td>\n",
       "        <td>2.99</td>\n",
       "        <td>521</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Madre Gables</td>\n",
       "        <td>2.99</td>\n",
       "        <td>522</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Magnificent Chitty</td>\n",
       "        <td>2.99</td>\n",
       "        <td>523</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Maguire Apache</td>\n",
       "        <td>2.99</td>\n",
       "        <td>524</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Malkovich Pet</td>\n",
       "        <td>2.99</td>\n",
       "        <td>525</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Manchurian Curtain</td>\n",
       "        <td>2.99</td>\n",
       "        <td>526</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mannequin Worst</td>\n",
       "        <td>2.99</td>\n",
       "        <td>527</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Married Go</td>\n",
       "        <td>2.99</td>\n",
       "        <td>528</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Massage Image</td>\n",
       "        <td>2.99</td>\n",
       "        <td>529</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Meet Chocolate</td>\n",
       "        <td>2.99</td>\n",
       "        <td>530</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Menagerie Rushmore</td>\n",
       "        <td>2.99</td>\n",
       "        <td>531</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Metal Armageddon</td>\n",
       "        <td>2.99</td>\n",
       "        <td>532</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Metropolis Coma</td>\n",
       "        <td>2.99</td>\n",
       "        <td>533</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Microcosmos Paradise</td>\n",
       "        <td>2.99</td>\n",
       "        <td>534</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mighty Luck</td>\n",
       "        <td>2.99</td>\n",
       "        <td>535</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Miracle Virtual</td>\n",
       "        <td>2.99</td>\n",
       "        <td>536</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mixed Doors</td>\n",
       "        <td>2.99</td>\n",
       "        <td>537</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Money Harold</td>\n",
       "        <td>2.99</td>\n",
       "        <td>538</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Monster Spartacus</td>\n",
       "        <td>2.99</td>\n",
       "        <td>539</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mulholland Beast</td>\n",
       "        <td>2.99</td>\n",
       "        <td>540</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Murder Antitrust</td>\n",
       "        <td>2.99</td>\n",
       "        <td>541</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Muscle Bright</td>\n",
       "        <td>2.99</td>\n",
       "        <td>542</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mussolini Spoilers</td>\n",
       "        <td>2.99</td>\n",
       "        <td>543</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Nash Chocolat</td>\n",
       "        <td>2.99</td>\n",
       "        <td>544</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>National Story</td>\n",
       "        <td>2.99</td>\n",
       "        <td>545</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Nemo Campus</td>\n",
       "        <td>2.99</td>\n",
       "        <td>546</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Network Peak</td>\n",
       "        <td>2.99</td>\n",
       "        <td>547</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Noon Papi</td>\n",
       "        <td>2.99</td>\n",
       "        <td>548</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Northwest Polish</td>\n",
       "        <td>2.99</td>\n",
       "        <td>549</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Operation Operation</td>\n",
       "        <td>2.99</td>\n",
       "        <td>550</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Order Betrayed</td>\n",
       "        <td>2.99</td>\n",
       "        <td>551</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Orient Closer</td>\n",
       "        <td>2.99</td>\n",
       "        <td>552</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Oscar Gold</td>\n",
       "        <td>2.99</td>\n",
       "        <td>553</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Others Soup</td>\n",
       "        <td>2.99</td>\n",
       "        <td>554</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Oz Liaisons</td>\n",
       "        <td>2.99</td>\n",
       "        <td>555</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Paradise Sabrina</td>\n",
       "        <td>2.99</td>\n",
       "        <td>556</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Paris Weekend</td>\n",
       "        <td>2.99</td>\n",
       "        <td>557</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Party Knock</td>\n",
       "        <td>2.99</td>\n",
       "        <td>558</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Patriot Roman</td>\n",
       "        <td>2.99</td>\n",
       "        <td>559</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Patton Interview</td>\n",
       "        <td>2.99</td>\n",
       "        <td>560</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Peach Innocent</td>\n",
       "        <td>2.99</td>\n",
       "        <td>561</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pearl Destiny</td>\n",
       "        <td>2.99</td>\n",
       "        <td>562</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Perfect Groove</td>\n",
       "        <td>2.99</td>\n",
       "        <td>563</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Phantom Glory</td>\n",
       "        <td>2.99</td>\n",
       "        <td>564</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pickup Driving</td>\n",
       "        <td>2.99</td>\n",
       "        <td>565</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pilot Hoosiers</td>\n",
       "        <td>2.99</td>\n",
       "        <td>566</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pizza Jumanji</td>\n",
       "        <td>2.99</td>\n",
       "        <td>567</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pollock Deliverance</td>\n",
       "        <td>2.99</td>\n",
       "        <td>568</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pond Seattle</td>\n",
       "        <td>2.99</td>\n",
       "        <td>569</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Potluck Mixed</td>\n",
       "        <td>2.99</td>\n",
       "        <td>570</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Potter Connecticut</td>\n",
       "        <td>2.99</td>\n",
       "        <td>571</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Princess Giant</td>\n",
       "        <td>2.99</td>\n",
       "        <td>572</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Prix Undefeated</td>\n",
       "        <td>2.99</td>\n",
       "        <td>573</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Psycho Shrunk</td>\n",
       "        <td>2.99</td>\n",
       "        <td>574</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pulp Beverly</td>\n",
       "        <td>2.99</td>\n",
       "        <td>575</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pure Runner</td>\n",
       "        <td>2.99</td>\n",
       "        <td>576</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Purple Movie</td>\n",
       "        <td>2.99</td>\n",
       "        <td>577</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Quest Mussolini</td>\n",
       "        <td>2.99</td>\n",
       "        <td>578</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Racer Egg</td>\n",
       "        <td>2.99</td>\n",
       "        <td>579</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Random Go</td>\n",
       "        <td>2.99</td>\n",
       "        <td>580</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Reap Unfaithful</td>\n",
       "        <td>2.99</td>\n",
       "        <td>581</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Redemption Comforts</td>\n",
       "        <td>2.99</td>\n",
       "        <td>582</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Reign Gentlemen</td>\n",
       "        <td>2.99</td>\n",
       "        <td>583</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Remember Diary</td>\n",
       "        <td>2.99</td>\n",
       "        <td>584</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Reservoir Adaptation</td>\n",
       "        <td>2.99</td>\n",
       "        <td>585</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Rider Caddyshack</td>\n",
       "        <td>2.99</td>\n",
       "        <td>586</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Robbers Joon</td>\n",
       "        <td>2.99</td>\n",
       "        <td>587</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Rollercoaster Bringing</td>\n",
       "        <td>2.99</td>\n",
       "        <td>588</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Rushmore Mermaid</td>\n",
       "        <td>2.99</td>\n",
       "        <td>589</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Saddle Antitrust</td>\n",
       "        <td>2.99</td>\n",
       "        <td>590</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sagebrush Clueless</td>\n",
       "        <td>2.99</td>\n",
       "        <td>591</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Saints Bride</td>\n",
       "        <td>2.99</td>\n",
       "        <td>592</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Salute Apollo</td>\n",
       "        <td>2.99</td>\n",
       "        <td>593</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Samurai Lion</td>\n",
       "        <td>2.99</td>\n",
       "        <td>594</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Santa Paris</td>\n",
       "        <td>2.99</td>\n",
       "        <td>595</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Scissorhands Slums</td>\n",
       "        <td>2.99</td>\n",
       "        <td>596</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ship Wonderland</td>\n",
       "        <td>2.99</td>\n",
       "        <td>597</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sea Virgin</td>\n",
       "        <td>2.99</td>\n",
       "        <td>598</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Seabiscuit Punk</td>\n",
       "        <td>2.99</td>\n",
       "        <td>599</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Searchers Wait</td>\n",
       "        <td>2.99</td>\n",
       "        <td>600</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Shakespeare Saddle</td>\n",
       "        <td>2.99</td>\n",
       "        <td>601</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Shane Darkness</td>\n",
       "        <td>2.99</td>\n",
       "        <td>602</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Shanghai Tycoon</td>\n",
       "        <td>2.99</td>\n",
       "        <td>603</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Shock Cabin</td>\n",
       "        <td>2.99</td>\n",
       "        <td>604</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Shrek License</td>\n",
       "        <td>2.99</td>\n",
       "        <td>605</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Shrunk Divine</td>\n",
       "        <td>2.99</td>\n",
       "        <td>606</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sinners Atlantis</td>\n",
       "        <td>2.99</td>\n",
       "        <td>607</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sky Miracle</td>\n",
       "        <td>2.99</td>\n",
       "        <td>608</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sleepy Japanese</td>\n",
       "        <td>2.99</td>\n",
       "        <td>609</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Smile Earring</td>\n",
       "        <td>2.99</td>\n",
       "        <td>610</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Snatchers Montezuma</td>\n",
       "        <td>2.99</td>\n",
       "        <td>611</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sons Interview</td>\n",
       "        <td>2.99</td>\n",
       "        <td>612</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>South Wait</td>\n",
       "        <td>2.99</td>\n",
       "        <td>613</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Speakeasy Date</td>\n",
       "        <td>2.99</td>\n",
       "        <td>614</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Spiking Element</td>\n",
       "        <td>2.99</td>\n",
       "        <td>615</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Spinal Rocky</td>\n",
       "        <td>2.99</td>\n",
       "        <td>616</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Spy Mile</td>\n",
       "        <td>2.99</td>\n",
       "        <td>617</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Squad Fish</td>\n",
       "        <td>2.99</td>\n",
       "        <td>618</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Stage World</td>\n",
       "        <td>2.99</td>\n",
       "        <td>619</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Star Operation</td>\n",
       "        <td>2.99</td>\n",
       "        <td>620</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>State Wasteland</td>\n",
       "        <td>2.99</td>\n",
       "        <td>621</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Stock Glass</td>\n",
       "        <td>2.99</td>\n",
       "        <td>622</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Strictly Scarface</td>\n",
       "        <td>2.99</td>\n",
       "        <td>623</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Suspects Quills</td>\n",
       "        <td>2.99</td>\n",
       "        <td>624</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sweet Brotherhood</td>\n",
       "        <td>2.99</td>\n",
       "        <td>625</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Tadpole Park</td>\n",
       "        <td>2.99</td>\n",
       "        <td>626</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Tarzan Videotape</td>\n",
       "        <td>2.99</td>\n",
       "        <td>627</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Telemark Heartbreakers</td>\n",
       "        <td>2.99</td>\n",
       "        <td>628</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Tomorrow Hustler</td>\n",
       "        <td>2.99</td>\n",
       "        <td>629</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Town Ark</td>\n",
       "        <td>2.99</td>\n",
       "        <td>630</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Trojan Tomorrow</td>\n",
       "        <td>2.99</td>\n",
       "        <td>631</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Trouble Date</td>\n",
       "        <td>2.99</td>\n",
       "        <td>632</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Turn Star</td>\n",
       "        <td>2.99</td>\n",
       "        <td>633</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Tuxedo Mile</td>\n",
       "        <td>2.99</td>\n",
       "        <td>634</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Uncut Suicides</td>\n",
       "        <td>2.99</td>\n",
       "        <td>635</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Unfaithful Kill</td>\n",
       "        <td>2.99</td>\n",
       "        <td>636</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Untouchables Sunrise</td>\n",
       "        <td>2.99</td>\n",
       "        <td>637</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Uprising Uptown</td>\n",
       "        <td>2.99</td>\n",
       "        <td>638</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Uptown Young</td>\n",
       "        <td>2.99</td>\n",
       "        <td>639</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Vacation Boondock</td>\n",
       "        <td>2.99</td>\n",
       "        <td>640</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Vanishing Rocky</td>\n",
       "        <td>2.99</td>\n",
       "        <td>641</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Varsity Trip</td>\n",
       "        <td>2.99</td>\n",
       "        <td>642</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Vertigo Northwest</td>\n",
       "        <td>2.99</td>\n",
       "        <td>643</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wagon Jaws</td>\n",
       "        <td>2.99</td>\n",
       "        <td>644</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wardrobe Phantom</td>\n",
       "        <td>2.99</td>\n",
       "        <td>645</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Warlock Werewolf</td>\n",
       "        <td>2.99</td>\n",
       "        <td>646</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wars Pluto</td>\n",
       "        <td>2.99</td>\n",
       "        <td>647</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wasteland Divine</td>\n",
       "        <td>2.99</td>\n",
       "        <td>648</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Weekend Personal</td>\n",
       "        <td>2.99</td>\n",
       "        <td>649</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Willow Tracy</td>\n",
       "        <td>2.99</td>\n",
       "        <td>650</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Window Side</td>\n",
       "        <td>2.99</td>\n",
       "        <td>651</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Won Dares</td>\n",
       "        <td>2.99</td>\n",
       "        <td>652</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wonderful Drop</td>\n",
       "        <td>2.99</td>\n",
       "        <td>653</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wonka Sea</td>\n",
       "        <td>2.99</td>\n",
       "        <td>654</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Words Hunter</td>\n",
       "        <td>2.99</td>\n",
       "        <td>655</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Worker Tarzan</td>\n",
       "        <td>2.99</td>\n",
       "        <td>656</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Worst Banger</td>\n",
       "        <td>2.99</td>\n",
       "        <td>657</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wrong Behavior</td>\n",
       "        <td>2.99</td>\n",
       "        <td>658</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Zoolander Fiction</td>\n",
       "        <td>2.99</td>\n",
       "        <td>659</td>\n",
       "        <td>337</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Grapes Fury</td>\n",
       "        <td>0.99</td>\n",
       "        <td>660</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Towers Hurricane</td>\n",
       "        <td>0.99</td>\n",
       "        <td>661</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Graffiti Love</td>\n",
       "        <td>0.99</td>\n",
       "        <td>662</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Goldmine Tycoon</td>\n",
       "        <td>0.99</td>\n",
       "        <td>663</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Patient Sister</td>\n",
       "        <td>0.99</td>\n",
       "        <td>664</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Annie Identity</td>\n",
       "        <td>0.99</td>\n",
       "        <td>665</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Tracy Cider</td>\n",
       "        <td>0.99</td>\n",
       "        <td>666</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Goldfinger Sensibility</td>\n",
       "        <td>0.99</td>\n",
       "        <td>667</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Caddyshack Jedi</td>\n",
       "        <td>0.99</td>\n",
       "        <td>668</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Go Purple</td>\n",
       "        <td>0.99</td>\n",
       "        <td>669</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Cabin Flash</td>\n",
       "        <td>0.99</td>\n",
       "        <td>670</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Glass Dying</td>\n",
       "        <td>0.99</td>\n",
       "        <td>671</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gilmore Boiled</td>\n",
       "        <td>0.99</td>\n",
       "        <td>672</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Butterfly Chocolat</td>\n",
       "        <td>0.99</td>\n",
       "        <td>673</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Personal Ladybugs</td>\n",
       "        <td>0.99</td>\n",
       "        <td>674</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pet Haunting</td>\n",
       "        <td>0.99</td>\n",
       "        <td>675</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Butch Panther</td>\n",
       "        <td>0.99</td>\n",
       "        <td>676</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gilbert Pelican</td>\n",
       "        <td>0.99</td>\n",
       "        <td>677</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pianist Outfield</td>\n",
       "        <td>0.99</td>\n",
       "        <td>678</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Tramp Others</td>\n",
       "        <td>0.99</td>\n",
       "        <td>679</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Translation Summer</td>\n",
       "        <td>0.99</td>\n",
       "        <td>680</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ghostbusters Elf</td>\n",
       "        <td>0.99</td>\n",
       "        <td>681</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pirates Roxanne</td>\n",
       "        <td>0.99</td>\n",
       "        <td>682</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gathering Calendar</td>\n",
       "        <td>0.99</td>\n",
       "        <td>683</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gandhi Kwai</td>\n",
       "        <td>0.99</td>\n",
       "        <td>684</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bull Shawshank</td>\n",
       "        <td>0.99</td>\n",
       "        <td>685</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gables Metropolis</td>\n",
       "        <td>0.99</td>\n",
       "        <td>686</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fury Murder</td>\n",
       "        <td>0.99</td>\n",
       "        <td>687</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pocus Pulp</td>\n",
       "        <td>0.99</td>\n",
       "        <td>688</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Polish Brooklyn</td>\n",
       "        <td>0.99</td>\n",
       "        <td>689</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Treasure Command</td>\n",
       "        <td>0.99</td>\n",
       "        <td>690</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Treatment Jekyll</td>\n",
       "        <td>0.99</td>\n",
       "        <td>691</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Frost Head</td>\n",
       "        <td>0.99</td>\n",
       "        <td>692</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Brotherhood Blanket</td>\n",
       "        <td>0.99</td>\n",
       "        <td>693</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Anaconda Confessions</td>\n",
       "        <td>0.99</td>\n",
       "        <td>694</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Frogmen Breaking</td>\n",
       "        <td>0.99</td>\n",
       "        <td>695</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Freedom Cleopatra</td>\n",
       "        <td>0.99</td>\n",
       "        <td>696</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pride Alamo</td>\n",
       "        <td>0.99</td>\n",
       "        <td>697</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Primary Glass</td>\n",
       "        <td>0.99</td>\n",
       "        <td>698</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Troopers Metal</td>\n",
       "        <td>0.99</td>\n",
       "        <td>699</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Frankenstein Stranger</td>\n",
       "        <td>0.99</td>\n",
       "        <td>700</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Amadeus Holy</td>\n",
       "        <td>0.99</td>\n",
       "        <td>701</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bride Intrigue</td>\n",
       "        <td>0.99</td>\n",
       "        <td>702</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wild Apollo</td>\n",
       "        <td>0.99</td>\n",
       "        <td>703</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Firehouse Vietnam</td>\n",
       "        <td>0.99</td>\n",
       "        <td>704</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Zhivago Core</td>\n",
       "        <td>0.99</td>\n",
       "        <td>705</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bound Cheaper</td>\n",
       "        <td>0.99</td>\n",
       "        <td>706</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fireball Philadelphia</td>\n",
       "        <td>0.99</td>\n",
       "        <td>707</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Boulevard Mob</td>\n",
       "        <td>0.99</td>\n",
       "        <td>708</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Finding Anaconda</td>\n",
       "        <td>0.99</td>\n",
       "        <td>709</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Unbreakable Karate</td>\n",
       "        <td>0.99</td>\n",
       "        <td>710</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fight Jawbreaker</td>\n",
       "        <td>0.99</td>\n",
       "        <td>711</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fiction Christmas</td>\n",
       "        <td>0.99</td>\n",
       "        <td>712</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Raiders Antitrust</td>\n",
       "        <td>0.99</td>\n",
       "        <td>713</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Feud Frogmen</td>\n",
       "        <td>0.99</td>\n",
       "        <td>714</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wind Phantom</td>\n",
       "        <td>0.99</td>\n",
       "        <td>715</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Feathers Metal</td>\n",
       "        <td>0.99</td>\n",
       "        <td>716</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Borrowers Bedazzled</td>\n",
       "        <td>0.99</td>\n",
       "        <td>717</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Rear Trading</td>\n",
       "        <td>0.99</td>\n",
       "        <td>718</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Rebel Airport</td>\n",
       "        <td>0.99</td>\n",
       "        <td>719</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Fantasy Troopers</td>\n",
       "        <td>0.99</td>\n",
       "        <td>720</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wrath Mile</td>\n",
       "        <td>0.99</td>\n",
       "        <td>721</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Family Sweet</td>\n",
       "        <td>0.99</td>\n",
       "        <td>722</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Reef Salute</td>\n",
       "        <td>0.99</td>\n",
       "        <td>723</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Unforgiven Zoolander</td>\n",
       "        <td>0.99</td>\n",
       "        <td>724</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>United Pilot</td>\n",
       "        <td>0.99</td>\n",
       "        <td>725</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Factory Dragon</td>\n",
       "        <td>0.99</td>\n",
       "        <td>726</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wisdom Worker</td>\n",
       "        <td>0.99</td>\n",
       "        <td>727</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Resurrection Silverado</td>\n",
       "        <td>0.99</td>\n",
       "        <td>728</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Reunion Witches</td>\n",
       "        <td>0.99</td>\n",
       "        <td>729</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alter Victory</td>\n",
       "        <td>0.99</td>\n",
       "        <td>730</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ridgemont Submarine</td>\n",
       "        <td>0.99</td>\n",
       "        <td>731</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Expendable Stallion</td>\n",
       "        <td>0.99</td>\n",
       "        <td>732</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Rings Heartbreakers</td>\n",
       "        <td>0.99</td>\n",
       "        <td>733</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>River Outlaw</td>\n",
       "        <td>0.99</td>\n",
       "        <td>734</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Excitement Eve</td>\n",
       "        <td>0.99</td>\n",
       "        <td>735</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alone Trip</td>\n",
       "        <td>0.99</td>\n",
       "        <td>736</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Robbery Bright</td>\n",
       "        <td>0.99</td>\n",
       "        <td>737</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Rock Instinct</td>\n",
       "        <td>0.99</td>\n",
       "        <td>738</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Rocketeer Mother</td>\n",
       "        <td>0.99</td>\n",
       "        <td>739</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Evolution Alter</td>\n",
       "        <td>0.99</td>\n",
       "        <td>740</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Boondock Ballroom</td>\n",
       "        <td>0.99</td>\n",
       "        <td>741</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Roman Punk</td>\n",
       "        <td>0.99</td>\n",
       "        <td>742</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Roof Champion</td>\n",
       "        <td>0.99</td>\n",
       "        <td>743</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Room Roman</td>\n",
       "        <td>0.99</td>\n",
       "        <td>744</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Roots Remember</td>\n",
       "        <td>0.99</td>\n",
       "        <td>745</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Everyone Craft</td>\n",
       "        <td>0.99</td>\n",
       "        <td>746</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Rouge Squad</td>\n",
       "        <td>0.99</td>\n",
       "        <td>747</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Roxanne Rebel</td>\n",
       "        <td>0.99</td>\n",
       "        <td>748</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Rugrats Shakespeare</td>\n",
       "        <td>0.99</td>\n",
       "        <td>749</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Entrapment Satisfaction</td>\n",
       "        <td>0.99</td>\n",
       "        <td>750</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Run Pacific</td>\n",
       "        <td>0.99</td>\n",
       "        <td>751</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Runaway Tenenbaums</td>\n",
       "        <td>0.99</td>\n",
       "        <td>752</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Runner Madigan</td>\n",
       "        <td>0.99</td>\n",
       "        <td>753</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wolves Desire</td>\n",
       "        <td>0.99</td>\n",
       "        <td>754</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>English Bulworth</td>\n",
       "        <td>0.99</td>\n",
       "        <td>755</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Valentine Vanishing</td>\n",
       "        <td>0.99</td>\n",
       "        <td>756</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Valley Packer</td>\n",
       "        <td>0.99</td>\n",
       "        <td>757</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bonnie Holocaust</td>\n",
       "        <td>0.99</td>\n",
       "        <td>758</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Blood Argonauts</td>\n",
       "        <td>0.99</td>\n",
       "        <td>759</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Vanished Garden</td>\n",
       "        <td>0.99</td>\n",
       "        <td>760</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Women Dorado</td>\n",
       "        <td>0.99</td>\n",
       "        <td>761</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sassy Packer</td>\n",
       "        <td>0.99</td>\n",
       "        <td>762</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ending Crowds</td>\n",
       "        <td>0.99</td>\n",
       "        <td>763</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Encounters Curtain</td>\n",
       "        <td>0.99</td>\n",
       "        <td>764</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Encino Elf</td>\n",
       "        <td>0.99</td>\n",
       "        <td>765</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Savannah Town</td>\n",
       "        <td>0.99</td>\n",
       "        <td>766</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Empire Malkovich</td>\n",
       "        <td>0.99</td>\n",
       "        <td>767</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Egypt Tenenbaums</td>\n",
       "        <td>0.99</td>\n",
       "        <td>768</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Effect Gladiator</td>\n",
       "        <td>0.99</td>\n",
       "        <td>769</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Academy Dinosaur</td>\n",
       "        <td>0.99</td>\n",
       "        <td>770</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Blade Polish</td>\n",
       "        <td>0.99</td>\n",
       "        <td>771</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Earth Vision</td>\n",
       "        <td>0.99</td>\n",
       "        <td>772</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alaska Phantom</td>\n",
       "        <td>0.99</td>\n",
       "        <td>773</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Victory Academy</td>\n",
       "        <td>0.99</td>\n",
       "        <td>774</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Birdcage Casper</td>\n",
       "        <td>0.99</td>\n",
       "        <td>775</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Earring Instinct</td>\n",
       "        <td>0.99</td>\n",
       "        <td>776</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dynamite Tarzan</td>\n",
       "        <td>0.99</td>\n",
       "        <td>777</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dumbo Lust</td>\n",
       "        <td>0.99</td>\n",
       "        <td>778</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Duffel Apocalypse</td>\n",
       "        <td>0.99</td>\n",
       "        <td>779</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Drums Dynamite</td>\n",
       "        <td>0.99</td>\n",
       "        <td>780</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Drumline Cyclone</td>\n",
       "        <td>0.99</td>\n",
       "        <td>781</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dragon Squad</td>\n",
       "        <td>0.99</td>\n",
       "        <td>782</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Vietnam Smoochy</td>\n",
       "        <td>0.99</td>\n",
       "        <td>783</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Beneath Rush</td>\n",
       "        <td>0.99</td>\n",
       "        <td>784</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Beethoven Exorcist</td>\n",
       "        <td>0.99</td>\n",
       "        <td>785</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dracula Crystal</td>\n",
       "        <td>0.99</td>\n",
       "        <td>786</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Shepherd Midsummer</td>\n",
       "        <td>0.99</td>\n",
       "        <td>787</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Shining Roses</td>\n",
       "        <td>0.99</td>\n",
       "        <td>788</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Virginian Pluto</td>\n",
       "        <td>0.99</td>\n",
       "        <td>789</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Shootist Superfly</td>\n",
       "        <td>0.99</td>\n",
       "        <td>790</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Downhill Enough</td>\n",
       "        <td>0.99</td>\n",
       "        <td>791</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Bedazzled Married</td>\n",
       "        <td>0.99</td>\n",
       "        <td>792</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Vision Torque</td>\n",
       "        <td>0.99</td>\n",
       "        <td>793</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Side Ark</td>\n",
       "        <td>0.99</td>\n",
       "        <td>794</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Siege Madre</td>\n",
       "        <td>0.99</td>\n",
       "        <td>795</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sierra Divide</td>\n",
       "        <td>0.99</td>\n",
       "        <td>796</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Silence Kane</td>\n",
       "        <td>0.99</td>\n",
       "        <td>797</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Double Wrath</td>\n",
       "        <td>0.99</td>\n",
       "        <td>798</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Simon North</td>\n",
       "        <td>0.99</td>\n",
       "        <td>799</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Voice Peach</td>\n",
       "        <td>0.99</td>\n",
       "        <td>800</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Doom Dancing</td>\n",
       "        <td>0.99</td>\n",
       "        <td>801</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Volcano Texas</td>\n",
       "        <td>0.99</td>\n",
       "        <td>802</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Donnie Alley</td>\n",
       "        <td>0.99</td>\n",
       "        <td>803</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Disciple Mother</td>\n",
       "        <td>0.99</td>\n",
       "        <td>804</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Detective Vision</td>\n",
       "        <td>0.99</td>\n",
       "        <td>805</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Banger Pinocchio</td>\n",
       "        <td>0.99</td>\n",
       "        <td>806</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sleuth Orient</td>\n",
       "        <td>0.99</td>\n",
       "        <td>807</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sling Luke</td>\n",
       "        <td>0.99</td>\n",
       "        <td>808</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Slipper Fidelity</td>\n",
       "        <td>0.99</td>\n",
       "        <td>809</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Slums Duck</td>\n",
       "        <td>0.99</td>\n",
       "        <td>810</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Voyage Legally</td>\n",
       "        <td>0.99</td>\n",
       "        <td>811</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Smoking Barbarella</td>\n",
       "        <td>0.99</td>\n",
       "        <td>812</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Smoochy Control</td>\n",
       "        <td>0.99</td>\n",
       "        <td>813</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Destination Jerk</td>\n",
       "        <td>0.99</td>\n",
       "        <td>814</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alice Fantasia</td>\n",
       "        <td>0.99</td>\n",
       "        <td>815</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Snowman Rollercoaster</td>\n",
       "        <td>0.99</td>\n",
       "        <td>816</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Deliverance Mulholland</td>\n",
       "        <td>0.99</td>\n",
       "        <td>817</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Deceiver Betrayed</td>\n",
       "        <td>0.99</td>\n",
       "        <td>818</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Song Hedwig</td>\n",
       "        <td>0.99</td>\n",
       "        <td>819</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wait Cider</td>\n",
       "        <td>0.99</td>\n",
       "        <td>820</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sorority Queen</td>\n",
       "        <td>0.99</td>\n",
       "        <td>821</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Soup Wisdom</td>\n",
       "        <td>0.99</td>\n",
       "        <td>822</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ballroom Mockingbird</td>\n",
       "        <td>0.99</td>\n",
       "        <td>823</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dancing Fever</td>\n",
       "        <td>0.99</td>\n",
       "        <td>824</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Arsenic Independence</td>\n",
       "        <td>0.99</td>\n",
       "        <td>825</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dances None</td>\n",
       "        <td>0.99</td>\n",
       "        <td>826</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Dalmations Sweden</td>\n",
       "        <td>0.99</td>\n",
       "        <td>827</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Army Flintstones</td>\n",
       "        <td>0.99</td>\n",
       "        <td>828</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Armageddon Lost</td>\n",
       "        <td>0.99</td>\n",
       "        <td>829</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Spirit Flintstones</td>\n",
       "        <td>0.99</td>\n",
       "        <td>830</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Spirited Casualties</td>\n",
       "        <td>0.99</td>\n",
       "        <td>831</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Splash Gump</td>\n",
       "        <td>0.99</td>\n",
       "        <td>832</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Splendor Patton</td>\n",
       "        <td>0.99</td>\n",
       "        <td>833</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Spoilers Hellfighters</td>\n",
       "        <td>0.99</td>\n",
       "        <td>834</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alamo Videotape</td>\n",
       "        <td>0.99</td>\n",
       "        <td>835</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Young Language</td>\n",
       "        <td>0.99</td>\n",
       "        <td>836</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Youth Kick</td>\n",
       "        <td>0.99</td>\n",
       "        <td>837</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Curtain Videotape</td>\n",
       "        <td>0.99</td>\n",
       "        <td>838</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Stallion Sundance</td>\n",
       "        <td>0.99</td>\n",
       "        <td>839</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Stampede Disturbing</td>\n",
       "        <td>0.99</td>\n",
       "        <td>840</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ark Ridgemont</td>\n",
       "        <td>0.99</td>\n",
       "        <td>841</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Kill Brotherhood</td>\n",
       "        <td>0.99</td>\n",
       "        <td>842</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Date Speed</td>\n",
       "        <td>0.99</td>\n",
       "        <td>843</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Cruelty Unforgiven</td>\n",
       "        <td>0.99</td>\n",
       "        <td>844</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Kwai Homeward</td>\n",
       "        <td>0.99</td>\n",
       "        <td>845</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Crow Grease</td>\n",
       "        <td>0.99</td>\n",
       "        <td>846</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Rush Goodfellas</td>\n",
       "        <td>0.99</td>\n",
       "        <td>847</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Kick Savannah</td>\n",
       "        <td>0.99</td>\n",
       "        <td>848</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Ladybugs Armageddon</td>\n",
       "        <td>0.99</td>\n",
       "        <td>849</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Karate Moon</td>\n",
       "        <td>0.99</td>\n",
       "        <td>850</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Language Cowboy</td>\n",
       "        <td>0.99</td>\n",
       "        <td>851</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Kane Exorcist</td>\n",
       "        <td>0.99</td>\n",
       "        <td>852</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lawrence Love</td>\n",
       "        <td>0.99</td>\n",
       "        <td>853</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jungle Closer</td>\n",
       "        <td>0.99</td>\n",
       "        <td>854</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Crooked Frogmen</td>\n",
       "        <td>0.99</td>\n",
       "        <td>855</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Creatures Shakespeare</td>\n",
       "        <td>0.99</td>\n",
       "        <td>856</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jumping Wrath</td>\n",
       "        <td>0.99</td>\n",
       "        <td>857</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Legend Jedi</td>\n",
       "        <td>0.99</td>\n",
       "        <td>858</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lesson Cleopatra</td>\n",
       "        <td>0.99</td>\n",
       "        <td>859</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Juggler Hardly</td>\n",
       "        <td>0.99</td>\n",
       "        <td>860</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Watch Tracy</td>\n",
       "        <td>0.99</td>\n",
       "        <td>861</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Stone Fire</td>\n",
       "        <td>0.99</td>\n",
       "        <td>862</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Joon Northwest</td>\n",
       "        <td>0.99</td>\n",
       "        <td>863</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Storm Happiness</td>\n",
       "        <td>0.99</td>\n",
       "        <td>864</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lights Deer</td>\n",
       "        <td>0.99</td>\n",
       "        <td>865</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mars Roman</td>\n",
       "        <td>0.99</td>\n",
       "        <td>866</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lion Uncut</td>\n",
       "        <td>0.99</td>\n",
       "        <td>867</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Loathing Legally</td>\n",
       "        <td>0.99</td>\n",
       "        <td>868</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Story Side</td>\n",
       "        <td>0.99</td>\n",
       "        <td>869</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jeopardy Encino</td>\n",
       "        <td>0.99</td>\n",
       "        <td>870</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Straight Hours</td>\n",
       "        <td>0.99</td>\n",
       "        <td>871</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Strangelove Desire</td>\n",
       "        <td>0.99</td>\n",
       "        <td>872</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Craft Outfield</td>\n",
       "        <td>0.99</td>\n",
       "        <td>873</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Lose Inch</td>\n",
       "        <td>0.99</td>\n",
       "        <td>874</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jedi Beneath</td>\n",
       "        <td>0.99</td>\n",
       "        <td>875</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Tights Dawn</td>\n",
       "        <td>0.99</td>\n",
       "        <td>876</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Louisiana Harry</td>\n",
       "        <td>0.99</td>\n",
       "        <td>877</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Love Suicides</td>\n",
       "        <td>0.99</td>\n",
       "        <td>878</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Connection Microcosmos</td>\n",
       "        <td>0.99</td>\n",
       "        <td>879</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Streak Ridgemont</td>\n",
       "        <td>0.99</td>\n",
       "        <td>880</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Loverboy Attacks</td>\n",
       "        <td>0.99</td>\n",
       "        <td>881</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Congeniality Quest</td>\n",
       "        <td>0.99</td>\n",
       "        <td>882</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Argonauts Town</td>\n",
       "        <td>0.99</td>\n",
       "        <td>883</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Comancheros Enemy</td>\n",
       "        <td>0.99</td>\n",
       "        <td>884</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Coast Rainbow</td>\n",
       "        <td>0.99</td>\n",
       "        <td>885</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Clyde Theory</td>\n",
       "        <td>0.99</td>\n",
       "        <td>886</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Jawbreaker Brooklyn</td>\n",
       "        <td>0.99</td>\n",
       "        <td>887</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Club Graffiti</td>\n",
       "        <td>0.99</td>\n",
       "        <td>888</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Madness Attacks</td>\n",
       "        <td>0.99</td>\n",
       "        <td>889</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Summer Scarface</td>\n",
       "        <td>0.99</td>\n",
       "        <td>890</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Magic Mallrats</td>\n",
       "        <td>0.99</td>\n",
       "        <td>891</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sun Confessions</td>\n",
       "        <td>0.99</td>\n",
       "        <td>892</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Magnolia Forrester</td>\n",
       "        <td>0.99</td>\n",
       "        <td>893</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sundance Invasion</td>\n",
       "        <td>0.99</td>\n",
       "        <td>894</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Japanese Run</td>\n",
       "        <td>0.99</td>\n",
       "        <td>895</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Majestic Floats</td>\n",
       "        <td>0.99</td>\n",
       "        <td>896</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Maker Gables</td>\n",
       "        <td>0.99</td>\n",
       "        <td>897</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Clockwork Paradise</td>\n",
       "        <td>0.99</td>\n",
       "        <td>898</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mallrats United</td>\n",
       "        <td>0.99</td>\n",
       "        <td>899</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Intrigue Worst</td>\n",
       "        <td>0.99</td>\n",
       "        <td>900</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sunset Racer</td>\n",
       "        <td>0.99</td>\n",
       "        <td>901</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Cleopatra Devil</td>\n",
       "        <td>0.99</td>\n",
       "        <td>902</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Superfly Trip</td>\n",
       "        <td>0.99</td>\n",
       "        <td>903</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Masked Bubble</td>\n",
       "        <td>0.99</td>\n",
       "        <td>904</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Insects Stone</td>\n",
       "        <td>0.99</td>\n",
       "        <td>905</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Watership Frontier</td>\n",
       "        <td>0.99</td>\n",
       "        <td>906</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Indian Love</td>\n",
       "        <td>0.99</td>\n",
       "        <td>907</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Maude Mod</td>\n",
       "        <td>0.99</td>\n",
       "        <td>908</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Swarm Gold</td>\n",
       "        <td>0.99</td>\n",
       "        <td>909</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Independence Hotel</td>\n",
       "        <td>0.99</td>\n",
       "        <td>910</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Citizen Shrek</td>\n",
       "        <td>0.99</td>\n",
       "        <td>911</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Impact Aladdin</td>\n",
       "        <td>0.99</td>\n",
       "        <td>912</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Timberland Sky</td>\n",
       "        <td>0.99</td>\n",
       "        <td>913</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Wedding Apollo</td>\n",
       "        <td>0.99</td>\n",
       "        <td>914</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Sweethearts Suspects</td>\n",
       "        <td>0.99</td>\n",
       "        <td>915</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Midnight Westward</td>\n",
       "        <td>0.99</td>\n",
       "        <td>916</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Illusion Amelie</td>\n",
       "        <td>0.99</td>\n",
       "        <td>917</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>World Leathernecks</td>\n",
       "        <td>0.99</td>\n",
       "        <td>918</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mile Mulan</td>\n",
       "        <td>0.99</td>\n",
       "        <td>919</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hunger Roof</td>\n",
       "        <td>0.99</td>\n",
       "        <td>920</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hours Rage</td>\n",
       "        <td>0.99</td>\n",
       "        <td>921</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Horror Reign</td>\n",
       "        <td>0.99</td>\n",
       "        <td>922</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Minority Kiss</td>\n",
       "        <td>0.99</td>\n",
       "        <td>923</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Talented Homicide</td>\n",
       "        <td>0.99</td>\n",
       "        <td>924</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hook Chariots</td>\n",
       "        <td>0.99</td>\n",
       "        <td>925</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Arabia Dogma</td>\n",
       "        <td>0.99</td>\n",
       "        <td>926</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mob Duffel</td>\n",
       "        <td>0.99</td>\n",
       "        <td>927</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mockingbird Hollywood</td>\n",
       "        <td>0.99</td>\n",
       "        <td>928</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Honey Ties</td>\n",
       "        <td>0.99</td>\n",
       "        <td>929</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Homeward Cider</td>\n",
       "        <td>0.99</td>\n",
       "        <td>930</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Modern Dorado</td>\n",
       "        <td>0.99</td>\n",
       "        <td>931</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Taxi Kick</td>\n",
       "        <td>0.99</td>\n",
       "        <td>932</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Holy Tadpole</td>\n",
       "        <td>0.99</td>\n",
       "        <td>933</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Christmas Moonshine</td>\n",
       "        <td>0.99</td>\n",
       "        <td>934</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Monterey Labyrinth</td>\n",
       "        <td>0.99</td>\n",
       "        <td>935</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Montezuma Command</td>\n",
       "        <td>0.99</td>\n",
       "        <td>936</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Moon Bunch</td>\n",
       "        <td>0.99</td>\n",
       "        <td>937</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Holocaust Highball</td>\n",
       "        <td>0.99</td>\n",
       "        <td>938</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hollywood Anonymous</td>\n",
       "        <td>0.99</td>\n",
       "        <td>939</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mosquito Armageddon</td>\n",
       "        <td>0.99</td>\n",
       "        <td>940</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mother Oleander</td>\n",
       "        <td>0.99</td>\n",
       "        <td>941</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Motions Details</td>\n",
       "        <td>0.99</td>\n",
       "        <td>942</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Moulin Wake</td>\n",
       "        <td>0.99</td>\n",
       "        <td>943</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mourning Purple</td>\n",
       "        <td>0.99</td>\n",
       "        <td>944</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hobbit Alien</td>\n",
       "        <td>0.99</td>\n",
       "        <td>945</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mulan Moon</td>\n",
       "        <td>0.99</td>\n",
       "        <td>946</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Chocolat Harry</td>\n",
       "        <td>0.99</td>\n",
       "        <td>947</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mummy Creatures</td>\n",
       "        <td>0.99</td>\n",
       "        <td>948</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hills Neighbors</td>\n",
       "        <td>0.99</td>\n",
       "        <td>949</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Anonymous Human</td>\n",
       "        <td>0.99</td>\n",
       "        <td>950</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Chill Luck</td>\n",
       "        <td>0.99</td>\n",
       "        <td>951</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Music Boondock</td>\n",
       "        <td>0.99</td>\n",
       "        <td>952</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Highball Potter</td>\n",
       "        <td>0.99</td>\n",
       "        <td>953</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Tenenbaums Command</td>\n",
       "        <td>0.99</td>\n",
       "        <td>954</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Mystic Truman</td>\n",
       "        <td>0.99</td>\n",
       "        <td>955</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hawk Chill</td>\n",
       "        <td>0.99</td>\n",
       "        <td>956</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Chicken Hellfighters</td>\n",
       "        <td>0.99</td>\n",
       "        <td>957</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Cheaper Clyde</td>\n",
       "        <td>0.99</td>\n",
       "        <td>958</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Natural Stock</td>\n",
       "        <td>0.99</td>\n",
       "        <td>959</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Necklace Outbreak</td>\n",
       "        <td>0.99</td>\n",
       "        <td>960</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Neighbors Charade</td>\n",
       "        <td>0.99</td>\n",
       "        <td>961</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Texas Watch</td>\n",
       "        <td>0.99</td>\n",
       "        <td>962</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Theory Mermaid</td>\n",
       "        <td>0.99</td>\n",
       "        <td>963</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Newsies Story</td>\n",
       "        <td>0.99</td>\n",
       "        <td>964</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Newton Labyrinth</td>\n",
       "        <td>0.99</td>\n",
       "        <td>965</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Haunting Pianist</td>\n",
       "        <td>0.99</td>\n",
       "        <td>966</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>None Spiking</td>\n",
       "        <td>0.99</td>\n",
       "        <td>967</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Chainsaw Uptown</td>\n",
       "        <td>0.99</td>\n",
       "        <td>968</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Hate Handicap</td>\n",
       "        <td>0.99</td>\n",
       "        <td>969</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Celebrity Horn</td>\n",
       "        <td>0.99</td>\n",
       "        <td>970</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Notorious Reunion</td>\n",
       "        <td>0.99</td>\n",
       "        <td>971</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Notting Speakeasy</td>\n",
       "        <td>0.99</td>\n",
       "        <td>972</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Novocaine Flight</td>\n",
       "        <td>0.99</td>\n",
       "        <td>973</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Harper Dying</td>\n",
       "        <td>0.99</td>\n",
       "        <td>974</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Harold French</td>\n",
       "        <td>0.99</td>\n",
       "        <td>975</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Odds Boogie</td>\n",
       "        <td>0.99</td>\n",
       "        <td>976</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Oklahoma Jumanji</td>\n",
       "        <td>0.99</td>\n",
       "        <td>977</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Oleander Clue</td>\n",
       "        <td>0.99</td>\n",
       "        <td>978</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Handicap Boondock</td>\n",
       "        <td>0.99</td>\n",
       "        <td>979</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Catch Amistad</td>\n",
       "        <td>0.99</td>\n",
       "        <td>980</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gunfight Moon</td>\n",
       "        <td>0.99</td>\n",
       "        <td>981</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Gun Bonnie</td>\n",
       "        <td>0.99</td>\n",
       "        <td>982</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Orange Grapes</td>\n",
       "        <td>0.99</td>\n",
       "        <td>983</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Carrie Bunch</td>\n",
       "        <td>0.99</td>\n",
       "        <td>984</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Caper Motions</td>\n",
       "        <td>0.99</td>\n",
       "        <td>985</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Tomatoes Hellfighters</td>\n",
       "        <td>0.99</td>\n",
       "        <td>986</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Westward Seabiscuit</td>\n",
       "        <td>0.99</td>\n",
       "        <td>987</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Outbreak Divine</td>\n",
       "        <td>0.99</td>\n",
       "        <td>988</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Outfield Massacre</td>\n",
       "        <td>0.99</td>\n",
       "        <td>989</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Groove Fiction</td>\n",
       "        <td>0.99</td>\n",
       "        <td>990</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Tootsie Pilot</td>\n",
       "        <td>0.99</td>\n",
       "        <td>991</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pacific Amistad</td>\n",
       "        <td>0.99</td>\n",
       "        <td>992</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Packer Madigan</td>\n",
       "        <td>0.99</td>\n",
       "        <td>993</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Pajama Jawbreaker</td>\n",
       "        <td>0.99</td>\n",
       "        <td>994</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Grit Clockwork</td>\n",
       "        <td>0.99</td>\n",
       "        <td>995</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Greedy Roots</td>\n",
       "        <td>0.99</td>\n",
       "        <td>996</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Grease Youth</td>\n",
       "        <td>0.99</td>\n",
       "        <td>997</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Papi Necklace</td>\n",
       "        <td>0.99</td>\n",
       "        <td>998</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Canyon Stock</td>\n",
       "        <td>0.99</td>\n",
       "        <td>999</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Camelot Vacation</td>\n",
       "        <td>0.99</td>\n",
       "        <td>1000</td>\n",
       "        <td>660</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "</table>"
      ],
      "text/plain": [
       "[('French Holiday', Decimal('4.99'), 1, 1, 1),\n",
       " ('Bucket Brotherhood', Decimal('4.99'), 2, 1, 1),\n",
       " ('Frisco Forrest', Decimal('4.99'), 3, 1, 1),\n",
       " ('Prejudice Oleander', Decimal('4.99'), 4, 1, 1),\n",
       " ('Frontier Cabin', Decimal('4.99'), 5, 1, 1),\n",
       " ('Poseidon Forever', Decimal('4.99'), 6, 1, 1),\n",
       " ('Fugitive Maguire', Decimal('4.99'), 7, 1, 1),\n",
       " ('Wyoming Storm', Decimal('4.99'), 8, 1, 1),\n",
       " ('Pluto Oleander', Decimal('4.99'), 9, 1, 1),\n",
       " ('Platoon Instinct', Decimal('4.99'), 10, 1, 1),\n",
       " ('Galaxy Sweethearts', Decimal('4.99'), 11, 1, 1),\n",
       " ('Games Bowfinger', Decimal('4.99'), 12, 1, 1),\n",
       " ('Pity Bound', Decimal('4.99'), 13, 1, 1),\n",
       " ('Trap Guys', Decimal('4.99'), 14, 1, 1),\n",
       " ('Garden Island', Decimal('4.99'), 15, 1, 1),\n",
       " ('Waterfront Deliverance', Decimal('4.99'), 16, 1, 1),\n",
       " ('Pittsburgh Hunchback', Decimal('4.99'), 17, 1, 1),\n",
       " ('Working Microcosmos', Decimal('4.99'), 18, 1, 1),\n",
       " ('Ghost Groundhog', Decimal('4.99'), 19, 1, 1),\n",
       " ('Pinocchio Simon', Decimal('4.99'), 20, 1, 1),\n",
       " ('Trainspotting Strangers', Decimal('4.99'), 21, 1, 1),\n",
       " ('Philadelphia Wife', Decimal('4.99'), 22, 1, 1),\n",
       " ('Perdition Fargo', Decimal('4.99'), 23, 1, 1),\n",
       " ('Gladiator Westward', Decimal('4.99'), 24, 1, 1),\n",
       " ('Pelican Comforts', Decimal('4.99'), 25, 1, 1),\n",
       " ('Train Bunch', Decimal('4.99'), 26, 1, 1),\n",
       " ('Traffic Hobbit', Decimal('4.99'), 27, 1, 1),\n",
       " ('Peak Forever', Decimal('4.99'), 28, 1, 1),\n",
       " ('Trading Pinocchio', Decimal('4.99'), 29, 1, 1),\n",
       " ('Gold River', Decimal('4.99'), 30, 1, 1),\n",
       " ('Paycheck Wait', Decimal('4.99'), 31, 1, 1),\n",
       " ('Paths Control', Decimal('4.99'), 32, 1, 1),\n",
       " ('Calendar Gunfight', Decimal('4.99'), 33, 1, 1),\n",
       " ('Goodfellas Salute', Decimal('4.99'), 34, 1, 1),\n",
       " ('California Birds', Decimal('4.99'), 35, 1, 1),\n",
       " ('Gosford Donnie', Decimal('4.99'), 36, 1, 1),\n",
       " ('Graceland Dynamite', Decimal('4.99'), 37, 1, 1),\n",
       " ('Tourist Pelican', Decimal('4.99'), 38, 1, 1),\n",
       " ('Past Suicides', Decimal('4.99'), 39, 1, 1),\n",
       " ('Chamber Italian', Decimal('4.99'), 40, 1, 1),\n",
       " ('Park Citizen', Decimal('4.99'), 41, 1, 1),\n",
       " ('Panther Reds', Decimal('4.99'), 42, 1, 1),\n",
       " ('Wash Heavenly', Decimal('4.99'), 43, 1, 1),\n",
       " ('Panky Submarine', Decimal('4.99'), 44, 1, 1),\n",
       " ('War Notting', Decimal('4.99'), 45, 1, 1),\n",
       " ('Grinch Massage', Decimal('4.99'), 46, 1, 1),\n",
       " ('Panic Club', Decimal('4.99'), 47, 1, 1),\n",
       " ('Outlaw Hanky', Decimal('4.99'), 48, 1, 1),\n",
       " ('Groundhog Uncut', Decimal('4.99'), 49, 1, 1),\n",
       " ('Gump Date', Decimal('4.99'), 50, 1, 1),\n",
       " ('Opus Ice', Decimal('4.99'), 51, 1, 1),\n",
       " ('Opposite Necklace', Decimal('4.99'), 52, 1, 1),\n",
       " ('Candles Grapes', Decimal('4.99'), 53, 1, 1),\n",
       " ('Guys Falcon', Decimal('4.99'), 54, 1, 1),\n",
       " ('Torque Bound', Decimal('4.99'), 55, 1, 1),\n",
       " ('Hall Cassidy', Decimal('4.99'), 56, 1, 1),\n",
       " ('Titans Jerk', Decimal('4.99'), 57, 1, 1),\n",
       " ('Caribbean Liberty', Decimal('4.99'), 58, 1, 1),\n",
       " ('Wanda Chamber', Decimal('4.99'), 59, 1, 1),\n",
       " ('Open African', Decimal('4.99'), 60, 1, 1),\n",
       " ('Hanging Deep', Decimal('4.99'), 61, 1, 1),\n",
       " ('Titanic Boondock', Decimal('4.99'), 62, 1, 1),\n",
       " ('Hanover Galaxy', Decimal('4.99'), 63, 1, 1),\n",
       " ('Casablanca Super', Decimal('4.99'), 64, 1, 1),\n",
       " ('Casper Dragonfly', Decimal('4.99'), 65, 1, 1),\n",
       " ('October Submarine', Decimal('4.99'), 66, 1, 1),\n",
       " ('Nuts Ties', Decimal('4.99'), 67, 1, 1),\n",
       " ('Harry Idaho', Decimal('4.99'), 68, 1, 1),\n",
       " ('North Tequila', Decimal('4.99'), 69, 1, 1),\n",
       " ('Haunted Antitrust', Decimal('4.99'), 70, 1, 1),\n",
       " ('Nightmare Chill', Decimal('4.99'), 71, 1, 1),\n",
       " ('Name Detective', Decimal('4.99'), 72, 1, 1),\n",
       " ('Head Stranger', Decimal('4.99'), 73, 1, 1),\n",
       " ('Heartbreakers Bright', Decimal('4.99'), 74, 1, 1),\n",
       " ('Walls Artist', Decimal('4.99'), 75, 1, 1),\n",
       " ('Heavenly Gun', Decimal('4.99'), 76, 1, 1),\n",
       " ('Heavyweights Beast', Decimal('4.99'), 77, 1, 1),\n",
       " ('Cat Coneheads', Decimal('4.99'), 78, 1, 1),\n",
       " ('Ties Hunger', Decimal('4.99'), 79, 1, 1),\n",
       " ('Ali Forever', Decimal('4.99'), 80, 1, 1),\n",
       " ('Musketeers Wait', Decimal('4.99'), 81, 1, 1),\n",
       " ('Muppet Mile', Decimal('4.99'), 82, 1, 1),\n",
       " ('Movie Shakespeare', Decimal('4.99'), 83, 1, 1),\n",
       " ('Thin Sagebrush', Decimal('4.99'), 84, 1, 1),\n",
       " ('Holes Brannigan', Decimal('4.99'), 85, 1, 1),\n",
       " ('Holiday Games', Decimal('4.99'), 86, 1, 1),\n",
       " ('Hollow Jeopardy', Decimal('4.99'), 87, 1, 1),\n",
       " ('Moonwalker Fool', Decimal('4.99'), 88, 1, 1),\n",
       " ('Moonshine Cabin', Decimal('4.99'), 89, 1, 1),\n",
       " ('Monsoon Cause', Decimal('4.99'), 90, 1, 1),\n",
       " ('Home Pity', Decimal('4.99'), 91, 1, 1),\n",
       " ('Model Fish', Decimal('4.99'), 92, 1, 1),\n",
       " ('Center Dinosaur', Decimal('4.99'), 93, 1, 1),\n",
       " ('Mod Secretary', Decimal('4.99'), 94, 1, 1),\n",
       " ('Mission Zoolander', Decimal('4.99'), 95, 1, 1),\n",
       " ('Thief Pelican', Decimal('4.99'), 96, 1, 1),\n",
       " ('Champion Flatliners', Decimal('4.99'), 97, 1, 1),\n",
       " ('Dying Maker', Decimal('4.99'), 98, 1, 1),\n",
       " ('Wonderland Christmas', Decimal('4.99'), 99, 1, 1),\n",
       " ('Mine Titans', Decimal('4.99'), 100, 1, 1),\n",
       " ('Hotel Happiness', Decimal('4.99'), 101, 1, 1),\n",
       " ('Minds Truman', Decimal('4.99'), 102, 1, 1),\n",
       " ('Attacks Hate', Decimal('4.99'), 103, 1, 1),\n",
       " ('Attraction Newton', Decimal('4.99'), 104, 1, 1),\n",
       " ('Hunchback Impossible', Decimal('4.99'), 105, 1, 1),\n",
       " ('Million Ace', Decimal('4.99'), 106, 1, 1),\n",
       " ('Autumn Crow', Decimal('4.99'), 107, 1, 1),\n",
       " ('Chasing Fight', Decimal('4.99'), 108, 1, 1),\n",
       " ('Terminator Club', Decimal('4.99'), 109, 1, 1),\n",
       " ('Hustler Party', Decimal('4.99'), 110, 1, 1),\n",
       " ('Chicago North', Decimal('4.99'), 111, 1, 1),\n",
       " ('Hysterical Grail', Decimal('4.99'), 112, 1, 1),\n",
       " ('Tequila Past', Decimal('4.99'), 113, 1, 1),\n",
       " ('Temple Attraction', Decimal('4.99'), 114, 1, 1),\n",
       " ('Igby Maker', Decimal('4.99'), 115, 1, 1),\n",
       " ('Midsummer Groundhog', Decimal('4.99'), 116, 1, 1),\n",
       " ('Chinatown Gladiator', Decimal('4.99'), 117, 1, 1),\n",
       " ('Mermaid Insects', Decimal('4.99'), 118, 1, 1),\n",
       " ('Impossible Prejudice', Decimal('4.99'), 119, 1, 1),\n",
       " ('Inch Jet', Decimal('4.99'), 120, 1, 1),\n",
       " ('Memento Zoolander', Decimal('4.99'), 121, 1, 1),\n",
       " ('Matrix Snowman', Decimal('4.99'), 122, 1, 1),\n",
       " ('Informer Double', Decimal('4.99'), 123, 1, 1),\n",
       " ('Innocent Usual', Decimal('4.99'), 124, 1, 1),\n",
       " ('Massacre Usual', Decimal('4.99'), 125, 1, 1),\n",
       " ('Chisum Behavior', Decimal('4.99'), 126, 1, 1),\n",
       " ('Baby Hall', Decimal('4.99'), 127, 1, 1),\n",
       " ('Telegraph Voyage', Decimal('4.99'), 128, 1, 1),\n",
       " ('Interview Liaisons', Decimal('4.99'), 129, 1, 1),\n",
       " ('Intolerable Intentions', Decimal('4.99'), 130, 1, 1),\n",
       " ('Maltese Hope', Decimal('4.99'), 131, 1, 1),\n",
       " ('Backlash Undefeated', Decimal('4.99'), 132, 1, 1),\n",
       " ('Iron Moon', Decimal('4.99'), 133, 1, 1),\n",
       " ('Ishtar Rocketeer', Decimal('4.99'), 134, 1, 1),\n",
       " ('Teen Apollo', Decimal('4.99'), 135, 1, 1),\n",
       " ('Italian African', Decimal('4.99'), 136, 1, 1),\n",
       " ('Grosse Wonderful', Decimal('4.99'), 137, 1, 1),\n",
       " ('Cincinatti Whisperer', Decimal('4.99'), 138, 1, 1),\n",
       " ('Maiden Home', Decimal('4.99'), 139, 1, 1),\n",
       " ('Airport Pollock', Decimal('4.99'), 140, 1, 1),\n",
       " ('Madigan Dorado', Decimal('4.99'), 141, 1, 1),\n",
       " ('Sweden Shining', Decimal('4.99'), 142, 1, 1),\n",
       " ('Loser Hustler', Decimal('4.99'), 143, 1, 1),\n",
       " ('Super Wyoming', Decimal('4.99'), 144, 1, 1),\n",
       " ('Clerks Angels', Decimal('4.99'), 145, 1, 1),\n",
       " ('Lola Agent', Decimal('4.99'), 146, 1, 1),\n",
       " ('Sunrise League', Decimal('4.99'), 147, 1, 1),\n",
       " ('Casualties Encino', Decimal('4.99'), 148, 1, 1),\n",
       " ('Jersey Sassy', Decimal('4.99'), 149, 1, 1),\n",
       " ('Jet Neighbors', Decimal('4.99'), 150, 1, 1),\n",
       " ('Jingle Sagebrush', Decimal('4.99'), 151, 1, 1),\n",
       " ('Lies Treatment', Decimal('4.99'), 152, 1, 1),\n",
       " ('Liaisons Sweet', Decimal('4.99'), 153, 1, 1),\n",
       " ('Closer Bang', Decimal('4.99'), 154, 1, 1),\n",
       " ('Legally Secretary', Decimal('4.99'), 155, 1, 1),\n",
       " ('League Hellfighters', Decimal('4.99'), 156, 1, 1),\n",
       " ('Lawless Vision', Decimal('4.99'), 157, 1, 1),\n",
       " ('Lambs Cincinatti', Decimal('4.99'), 158, 1, 1),\n",
       " ('Suit Walls', Decimal('4.99'), 159, 1, 1),\n",
       " ('Lady Stage', Decimal('4.99'), 160, 1, 1),\n",
       " ('Kissing Dolls', Decimal('4.99'), 161, 1, 1),\n",
       " ('Clue Grail', Decimal('4.99'), 162, 1, 1),\n",
       " ('King Evolution', Decimal('4.99'), 163, 1, 1),\n",
       " ('Kiss Glory', Decimal('4.99'), 164, 1, 1),\n",
       " ('Wizard Coldblooded', Decimal('4.99'), 165, 1, 1),\n",
       " ('Suicides Silence', Decimal('4.99'), 166, 1, 1),\n",
       " ('Sugar Wonka', Decimal('4.99'), 167, 1, 1),\n",
       " ('Wake Jaws', Decimal('4.99'), 168, 1, 1),\n",
       " ('Coldblooded Darling', Decimal('4.99'), 169, 1, 1),\n",
       " ('Witches Panic', Decimal('4.99'), 170, 1, 1),\n",
       " ('Coma Head', Decimal('4.99'), 171, 1, 1),\n",
       " ('Submarine Bed', Decimal('4.99'), 172, 1, 1),\n",
       " ('Volume House', Decimal('4.99'), 173, 1, 1),\n",
       " ('Command Darling', Decimal('4.99'), 174, 1, 1),\n",
       " ('Commandments Express', Decimal('4.99'), 175, 1, 1),\n",
       " ('Coneheads Smoochy', Decimal('4.99'), 176, 1, 1),\n",
       " ('Confessions Maguire', Decimal('4.99'), 177, 1, 1),\n",
       " ('Confidential Interview', Decimal('4.99'), 178, 1, 1),\n",
       " ('Wife Turn', Decimal('4.99'), 179, 1, 1),\n",
       " ('Streetcar Intentions', Decimal('4.99'), 180, 1, 1),\n",
       " ('Connecticut Tramp', Decimal('4.99'), 181, 1, 1),\n",
       " ('Strangers Graffiti', Decimal('4.99'), 182, 1, 1),\n",
       " ('Conquerer Nuts', Decimal('4.99'), 183, 1, 1),\n",
       " ('Amelie Hellfighters', Decimal('4.99'), 184, 1, 1),\n",
       " ('American Circus', Decimal('4.99'), 185, 1, 1),\n",
       " ('Control Anthem', Decimal('4.99'), 186, 1, 1),\n",
       " ('Conversation Downhill', Decimal('4.99'), 187, 1, 1),\n",
       " ('Bright Encounters', Decimal('4.99'), 188, 1, 1),\n",
       " ('Stranger Strangers', Decimal('4.99'), 189, 1, 1),\n",
       " ('Whisperer Giant', Decimal('4.99'), 190, 1, 1),\n",
       " ('Beast Hunchback', Decimal('4.99'), 191, 1, 1),\n",
       " ('Sting Personal', Decimal('4.99'), 192, 1, 1),\n",
       " ('Creepers Kane', Decimal('4.99'), 193, 1, 1),\n",
       " ('Stepmom Dream', Decimal('4.99'), 194, 1, 1),\n",
       " ('Crossing Divorce', Decimal('4.99'), 195, 1, 1),\n",
       " ('Beauty Grease', Decimal('4.99'), 196, 1, 1),\n",
       " ('Steers Armageddon', Decimal('4.99'), 197, 1, 1),\n",
       " ('Crowds Telemark', Decimal('4.99'), 198, 1, 1),\n",
       " ('Steel Santa', Decimal('4.99'), 199, 1, 1),\n",
       " ('Zorro Ark', Decimal('4.99'), 200, 1, 1),\n",
       " ('Virtual Spoilers', Decimal('4.99'), 201, 1, 1),\n",
       " ('Virgin Daisy', Decimal('4.99'), 202, 1, 1),\n",
       " ('Stagecoach Armageddon', Decimal('4.99'), 203, 1, 1),\n",
       " ('Behavior Runaway', Decimal('4.99'), 204, 1, 1),\n",
       " ('Daddy Pittsburgh', Decimal('4.99'), 205, 1, 1),\n",
       " ('Daisy Menagerie', Decimal('4.99'), 206, 1, 1),\n",
       " ('Spice Sorority', Decimal('4.99'), 207, 1, 1),\n",
       " ('Speed Suit', Decimal('4.99'), 208, 1, 1),\n",
       " ('Spartacus Cheaper', Decimal('4.99'), 209, 1, 1),\n",
       " ('Dangerous Uptown', Decimal('4.99'), 210, 1, 1),\n",
       " ('Villain Desperate', Decimal('4.99'), 211, 1, 1),\n",
       " ('Airplane Sierra', Decimal('4.99'), 212, 1, 1),\n",
       " ('Darko Dorado', Decimal('4.99'), 213, 1, 1),\n",
       " ('Darling Breaking', Decimal('4.99'), 214, 1, 1),\n",
       " ('Darn Forrester', Decimal('4.99'), 215, 1, 1),\n",
       " ('Daughter Madigan', Decimal('4.99'), 216, 1, 1),\n",
       " ('Dawn Pond', Decimal('4.99'), 217, 1, 1),\n",
       " ('Day Unfaithful', Decimal('4.99'), 218, 1, 1),\n",
       " ('Dazed Punk', Decimal('4.99'), 219, 1, 1),\n",
       " ('Something Duck', Decimal('4.99'), 220, 1, 1),\n",
       " ('Deep Crusade', Decimal('4.99'), 221, 1, 1),\n",
       " ('Betrayed Rear', Decimal('4.99'), 222, 1, 1),\n",
       " ('Soldiers Evolution', Decimal('4.99'), 223, 1, 1),\n",
       " ('Desert Poseidon', Decimal('4.99'), 224, 1, 1),\n",
       " ('Whale Bikini', Decimal('4.99'), 225, 1, 1),\n",
       " ('Desperate Trainspotting', Decimal('4.99'), 226, 1, 1),\n",
       " ('Snatch Slipper', Decimal('4.99'), 227, 1, 1),\n",
       " ('Destiny Saturday', Decimal('4.99'), 228, 1, 1),\n",
       " ('Details Packer', Decimal('4.99'), 229, 1, 1),\n",
       " ('Sleepless Monsoon', Decimal('4.99'), 230, 1, 1),\n",
       " ('Devil Desire', Decimal('4.99'), 231, 1, 1),\n",
       " ('Bikini Borrowers', Decimal('4.99'), 232, 1, 1),\n",
       " ('Bilko Anonymous', Decimal('4.99'), 233, 1, 1),\n",
       " ('West Lion', Decimal('4.99'), 234, 1, 1),\n",
       " ('Sleeping Suspects', Decimal('4.99'), 235, 1, 1),\n",
       " ('Anthem Luke', Decimal('4.99'), 236, 1, 1),\n",
       " ('Birch Antitrust', Decimal('4.99'), 237, 1, 1),\n",
       " ('Bird Independence', Decimal('4.99'), 238, 1, 1),\n",
       " ('Videotape Arsenic', Decimal('4.99'), 239, 1, 1),\n",
       " ('Birds Perdition', Decimal('4.99'), 240, 1, 1),\n",
       " ('Dogma Family', Decimal('4.99'), 241, 1, 1),\n",
       " ('Ace Goldfinger', Decimal('4.99'), 242, 1, 1),\n",
       " ('Slacker Liaisons', Decimal('4.99'), 243, 1, 1),\n",
       " ('Sister Freddy', Decimal('4.99'), 244, 1, 1),\n",
       " ('Doors President', Decimal('4.99'), 245, 1, 1),\n",
       " ('Dorado Notting', Decimal('4.99'), 246, 1, 1),\n",
       " ('Silverado Goldfinger', Decimal('4.99'), 247, 1, 1),\n",
       " ('Doubtfire Labyrinth', Decimal('4.99'), 248, 1, 1),\n",
       " ('Show Lord', Decimal('4.99'), 249, 1, 1),\n",
       " ('Dozen Lion', Decimal('4.99'), 250, 1, 1),\n",
       " ('Shawshank Bubble', Decimal('4.99'), 251, 1, 1),\n",
       " ('Seven Swarm', Decimal('4.99'), 252, 1, 1),\n",
       " ('Dragonfly Strangers', Decimal('4.99'), 253, 1, 1),\n",
       " ('Velvet Terminator', Decimal('4.99'), 254, 1, 1),\n",
       " ('Drifter Commandments', Decimal('4.99'), 255, 1, 1),\n",
       " ('Aladdin Calendar', Decimal('4.99'), 256, 1, 1),\n",
       " ('Driving Polish', Decimal('4.99'), 257, 1, 1),\n",
       " ('Drop Waterfront', Decimal('4.99'), 258, 1, 1),\n",
       " ('Sensibility Rear', Decimal('4.99'), 259, 1, 1),\n",
       " ('Sense Greek', Decimal('4.99'), 260, 1, 1),\n",
       " ('Blindness Gun', Decimal('4.99'), 261, 1, 1),\n",
       " ('Dude Blindness', Decimal('4.99'), 262, 1, 1),\n",
       " ('Secrets Paradise', Decimal('4.99'), 263, 1, 1),\n",
       " ('Secretary Rouge', Decimal('4.99'), 264, 1, 1),\n",
       " ('Durham Panky', Decimal('4.99'), 265, 1, 1),\n",
       " ('Vanilla Day', Decimal('4.99'), 266, 1, 1),\n",
       " ('Secret Groundhog', Decimal('4.99'), 267, 1, 1),\n",
       " ('Eagles Panky', Decimal('4.99'), 268, 1, 1),\n",
       " ('Early Home', Decimal('4.99'), 269, 1, 1),\n",
       " ('Seattle Expecations', Decimal('4.99'), 270, 1, 1),\n",
       " ('Scorpion Apollo', Decimal('4.99'), 271, 1, 1),\n",
       " ('Easy Gladiator', Decimal('4.99'), 272, 1, 1),\n",
       " ('Edge Kissing', Decimal('4.99'), 273, 1, 1),\n",
       " ('School Jacket', Decimal('4.99'), 274, 1, 1),\n",
       " ('Apache Divine', Decimal('4.99'), 275, 1, 1),\n",
       " ('Scarface Bang', Decimal('4.99'), 276, 1, 1),\n",
       " ('Element Freddy', Decimal('4.99'), 277, 1, 1),\n",
       " ('Elephant Trojan', Decimal('4.99'), 278, 1, 1),\n",
       " ('Elf Murder', Decimal('4.99'), 279, 1, 1),\n",
       " ('Elizabeth Shane', Decimal('4.99'), 280, 1, 1),\n",
       " ('Scalawag Duck', Decimal('4.99'), 281, 1, 1),\n",
       " ('Saturn Name', Decimal('4.99'), 282, 1, 1),\n",
       " ('Saturday Lambs', Decimal('4.99'), 283, 1, 1),\n",
       " ('Satisfaction Confidential', Decimal('4.99'), 284, 1, 1),\n",
       " ('Enemy Odds', Decimal('4.99'), 285, 1, 1),\n",
       " ('Sabrina Midnight', Decimal('4.99'), 286, 1, 1),\n",
       " ('Boiled Dares', Decimal('4.99'), 287, 1, 1),\n",
       " ('Rules Human', Decimal('4.99'), 288, 1, 1),\n",
       " ('Vampire Whale', Decimal('4.99'), 289, 1, 1),\n",
       " ('Eve Resurrection', Decimal('4.99'), 290, 1, 1),\n",
       " ('Roses Treasure', Decimal('4.99'), 291, 1, 1),\n",
       " ('Rocky War', Decimal('4.99'), 292, 1, 1),\n",
       " ('Road Roxanne', Decimal('4.99'), 293, 1, 1),\n",
       " ('Boogie Amelie', Decimal('4.99'), 294, 1, 1),\n",
       " ('Expecations Natural', Decimal('4.99'), 295, 1, 1),\n",
       " ('Right Cranes', Decimal('4.99'), 296, 1, 1),\n",
       " ('Usual Untouchables', Decimal('4.99'), 297, 1, 1),\n",
       " ('Born Spinal', Decimal('4.99'), 298, 1, 1),\n",
       " ('Undefeated Dalmations', Decimal('4.99'), 299, 1, 1),\n",
       " ('Requiem Tycoon', Decimal('4.99'), 300, 1, 1),\n",
       " ('Falcon Volume', Decimal('4.99'), 301, 1, 1),\n",
       " ('Reds Pocus', Decimal('4.99'), 302, 1, 1),\n",
       " ('Tycoon Gathering', Decimal('4.99'), 303, 1, 1),\n",
       " ('Records Zorro', Decimal('4.99'), 304, 1, 1),\n",
       " ('Twisted Pirates', Decimal('4.99'), 305, 1, 1),\n",
       " ('Bowfinger Gables', Decimal('4.99'), 306, 1, 1),\n",
       " ('Range Moonwalker', Decimal('4.99'), 307, 1, 1),\n",
       " ('Fellowship Autumn', Decimal('4.99'), 308, 1, 1),\n",
       " ('Brannigan Sunrise', Decimal('4.99'), 309, 1, 1),\n",
       " ('Rainbow Shock', Decimal('4.99'), 310, 1, 1),\n",
       " ('Fever Empire', Decimal('4.99'), 311, 1, 1),\n",
       " ('Raging Airplane', Decimal('4.99'), 312, 1, 1),\n",
       " ('Fiddler Lost', Decimal('4.99'), 313, 1, 1),\n",
       " ('Fidelity Devil', Decimal('4.99'), 314, 1, 1),\n",
       " ('Rage Games', Decimal('4.99'), 315, 1, 1),\n",
       " ('Quills Bull', Decimal('4.99'), 316, 1, 1),\n",
       " ('Fire Wolves', Decimal('4.99'), 317, 1, 1),\n",
       " ('Queen Luke', Decimal('4.99'), 318, 1, 1),\n",
       " ('Punk Divorce', Decimal('4.99'), 319, 1, 1),\n",
       " ('Apocalypse Flamingos', Decimal('4.99'), 320, 1, 1),\n",
       " ('Flamingos Connecticut', Decimal('4.99'), 321, 1, 1),\n",
       " ('Flash Wars', Decimal('4.99'), 322, 1, 1),\n",
       " ('Breakfast Goldfinger', Decimal('4.99'), 323, 1, 1),\n",
       " ('Flight Lies', Decimal('4.99'), 324, 1, 1),\n",
       " ('Flintstones Happiness', Decimal('4.99'), 325, 1, 1),\n",
       " ('Yentl Idaho', Decimal('4.99'), 326, 1, 1),\n",
       " ('Truman Crazy', Decimal('4.99'), 327, 1, 1),\n",
       " ('Fool Mockingbird', Decimal('4.99'), 328, 1, 1),\n",
       " ('Werewolf Lola', Decimal('4.99'), 329, 1, 1),\n",
       " ('Brooklyn Desert', Decimal('4.99'), 330, 1, 1),\n",
       " ('Forrester Comancheros', Decimal('4.99'), 331, 1, 1),\n",
       " ('Trip Newton', Decimal('4.99'), 332, 1, 1),\n",
       " ('Private Drop', Decimal('4.99'), 333, 1, 1),\n",
       " ('Bubble Grosse', Decimal('4.99'), 334, 1, 1),\n",
       " ('Freddy Storm', Decimal('4.99'), 335, 1, 1),\n",
       " ('President Bang', Decimal('4.99'), 336, 1, 1),\n",
       " ('Grail Frankenstein', Decimal('2.99'), 337, 337, 2),\n",
       " ('Adaptation Holes', Decimal('2.99'), 338, 337, 2),\n",
       " ('Affair Prejudice', Decimal('2.99'), 339, 337, 2),\n",
       " ('African Egg', Decimal('2.99'), 340, 337, 2),\n",
       " ('Agent Truman', Decimal('2.99'), 341, 337, 2),\n",
       " ('Alabama Devil', Decimal('2.99'), 342, 337, 2),\n",
       " ('Alien Center', Decimal('2.99'), 343, 337, 2),\n",
       " ('Alley Evolution', Decimal('2.99'), 344, 337, 2),\n",
       " ('Amistad Midsummer', Decimal('2.99'), 345, 337, 2),\n",
       " ('Analyze Hoosiers', Decimal('2.99'), 346, 337, 2),\n",
       " ('Angels Life', Decimal('2.99'), 347, 337, 2),\n",
       " ('Antitrust Tomatoes', Decimal('2.99'), 348, 337, 2),\n",
       " ('Anything Savannah', Decimal('2.99'), 349, 337, 2),\n",
       " ('Apollo Teen', Decimal('2.99'), 350, 337, 2),\n",
       " ('Arachnophobia Rollercoaster', Decimal('2.99'), 351, 337, 2),\n",
       " ('Arizona Bang', Decimal('2.99'), 352, 337, 2),\n",
       " ('Artist Coldblooded', Decimal('2.99'), 353, 337, 2),\n",
       " ('Atlantis Cause', Decimal('2.99'), 354, 337, 2),\n",
       " ('Badman Dawn', Decimal('2.99'), 355, 337, 2),\n",
       " ('Baked Cleopatra', Decimal('2.99'), 356, 337, 2),\n",
       " ('Balloon Homeward', Decimal('2.99'), 357, 337, 2),\n",
       " ('Bang Kwai', Decimal('2.99'), 358, 337, 2),\n",
       " ('Barbarella Streetcar', Decimal('2.99'), 359, 337, 2),\n",
       " ('Barefoot Manchurian', Decimal('2.99'), 360, 337, 2),\n",
       " ('Basic Easy', Decimal('2.99'), 361, 337, 2),\n",
       " ('Beach Heartbreakers', Decimal('2.99'), 362, 337, 2),\n",
       " ('Bear Graceland', Decimal('2.99'), 363, 337, 2),\n",
       " ('Bed Highball', Decimal('2.99'), 364, 337, 2),\n",
       " ('Berets Agent', Decimal('2.99'), 365, 337, 2),\n",
       " ('Beverly Outlaw', Decimal('2.99'), 366, 337, 2),\n",
       " ('Bill Others', Decimal('2.99'), 367, 337, 2),\n",
       " ('Bingo Talented', Decimal('2.99'), 368, 337, 2),\n",
       " ('Blackout Private', Decimal('2.99'), 369, 337, 2),\n",
       " ('Blanket Beverly', Decimal('2.99'), 370, 337, 2),\n",
       " ('Blues Instinct', Decimal('2.99'), 371, 337, 2),\n",
       " ('Braveheart Human', Decimal('2.99'), 372, 337, 2),\n",
       " ('Breaking Home', Decimal('2.99'), 373, 337, 2),\n",
       " ('Bringing Hysterical', Decimal('2.99'), 374, 337, 2),\n",
       " ('Bugsy Song', Decimal('2.99'), 375, 337, 2),\n",
       " ('Bulworth Commandments', Decimal('2.99'), 376, 337, 2),\n",
       " ('Bunch Minds', Decimal('2.99'), 377, 337, 2),\n",
       " ('Campus Remember', Decimal('2.99'), 378, 337, 2),\n",
       " ('Candidate Perdition', Decimal('2.99'), 379, 337, 2),\n",
       " ('Carol Texas', Decimal('2.99'), 380, 337, 2),\n",
       " ('Cassidy Wyoming', Decimal('2.99'), 381, 337, 2),\n",
       " ('Cause Date', Decimal('2.99'), 382, 337, 2),\n",
       " ('Chance Resurrection', Decimal('2.99'), 383, 337, 2),\n",
       " ('Clash Freddy', Decimal('2.99'), 384, 337, 2),\n",
       " ('Chaplin License', Decimal('2.99'), 385, 337, 2),\n",
       " ('Charade Duffel', Decimal('2.99'), 386, 337, 2),\n",
       " ('Chariots Conspiracy', Decimal('2.99'), 387, 337, 2),\n",
       " ('Chitty Lock', Decimal('2.99'), 388, 337, 2),\n",
       " ('Chocolate Duck', Decimal('2.99'), 389, 337, 2),\n",
       " ('Cider Desire', Decimal('2.99'), 390, 337, 2),\n",
       " ('Circus Youth', Decimal('2.99'), 391, 337, 2),\n",
       " ('Clones Pinocchio', Decimal('2.99'), 392, 337, 2),\n",
       " ('Clueless Bucket', Decimal('2.99'), 393, 337, 2),\n",
       " ('Core Suit', Decimal('2.99'), 394, 337, 2),\n",
       " ('Color Philadelphia', Decimal('2.99'), 395, 337, 2),\n",
       " ('Comforts Rush', Decimal('2.99'), 396, 337, 2),\n",
       " ('Confused Candles', Decimal('2.99'), 397, 337, 2),\n",
       " ('Conspiracy Spirit', Decimal('2.99'), 398, 337, 2),\n",
       " ('Contact Anonymous', Decimal('2.99'), 399, 337, 2),\n",
       " ('Cowboy Doom', Decimal('2.99'), 400, 337, 2),\n",
       " ('Cranes Reservoir', Decimal('2.99'), 401, 337, 2),\n",
       " ('Crazy Home', Decimal('2.99'), 402, 337, 2),\n",
       " ('Crossroads Casualties', Decimal('2.99'), 403, 337, 2),\n",
       " ('Crusade Honey', Decimal('2.99'), 404, 337, 2),\n",
       " ('Crystal Breaking', Decimal('2.99'), 405, 337, 2),\n",
       " ('Cupboard Sinners', Decimal('2.99'), 406, 337, 2),\n",
       " ('Cyclone Family', Decimal('2.99'), 407, 337, 2),\n",
       " ('Dares Pluto', Decimal('2.99'), 408, 337, 2),\n",
       " ('Darkness War', Decimal('2.99'), 409, 337, 2),\n",
       " ('Deer Virginian', Decimal('2.99'), 410, 337, 2),\n",
       " ('Desire Alien', Decimal('2.99'), 411, 337, 2),\n",
       " ('Diary Panic', Decimal('2.99'), 412, 337, 2),\n",
       " ('Dinosaur Secretary', Decimal('2.99'), 413, 337, 2),\n",
       " ('Dirty Ace', Decimal('2.99'), 414, 337, 2),\n",
       " ('Disturbing Scarface', Decimal('2.99'), 415, 337, 2),\n",
       " ('Divide Monster', Decimal('2.99'), 416, 337, 2),\n",
       " ('Divine Resurrection', Decimal('2.99'), 417, 337, 2),\n",
       " ('Divorce Shining', Decimal('2.99'), 418, 337, 2),\n",
       " ('Doctor Grail', Decimal('2.99'), 419, 337, 2),\n",
       " ('Dolls Rage', Decimal('2.99'), 420, 337, 2),\n",
       " ('Dream Pickup', Decimal('2.99'), 421, 337, 2),\n",
       " ('Driver Annie', Decimal('2.99'), 422, 337, 2),\n",
       " ('Duck Racer', Decimal('2.99'), 423, 337, 2),\n",
       " ('Dwarfs Alter', Decimal('2.99'), 424, 337, 2),\n",
       " ('Egg Igby', Decimal('2.99'), 425, 337, 2),\n",
       " ('Enough Raging', Decimal('2.99'), 426, 337, 2),\n",
       " ('Escape Metropolis', Decimal('2.99'), 427, 337, 2),\n",
       " ('Exorcist Sting', Decimal('2.99'), 428, 337, 2),\n",
       " ('Express Lonely', Decimal('2.99'), 429, 337, 2),\n",
       " ('Extraordinary Conquerer', Decimal('2.99'), 430, 337, 2),\n",
       " ('Eyes Driving', Decimal('2.99'), 431, 337, 2),\n",
       " ('Fantasia Park', Decimal('2.99'), 432, 337, 2),\n",
       " ('Fargo Gandhi', Decimal('2.99'), 433, 337, 2),\n",
       " ('Fatal Haunted', Decimal('2.99'), 434, 337, 2),\n",
       " ('Ferris Mother', Decimal('2.99'), 435, 337, 2),\n",
       " ('Fish Opus', Decimal('2.99'), 436, 337, 2),\n",
       " ('Flatliners Killer', Decimal('2.99'), 437, 337, 2),\n",
       " ('Floats Garden', Decimal('2.99'), 438, 337, 2),\n",
       " ('Flying Hook', Decimal('2.99'), 439, 337, 2),\n",
       " ('Forever Candidate', Decimal('2.99'), 440, 337, 2),\n",
       " ('Forrest Sons', Decimal('2.99'), 441, 337, 2),\n",
       " ('Forward Temple', Decimal('2.99'), 442, 337, 2),\n",
       " ('Freaky Pocus', Decimal('2.99'), 443, 337, 2),\n",
       " ('Frida Slipper', Decimal('2.99'), 444, 337, 2),\n",
       " ('Full Flatliners', Decimal('2.99'), 445, 337, 2),\n",
       " ('Gangs Pride', Decimal('2.99'), 446, 337, 2),\n",
       " ('Gaslight Crusade', Decimal('2.99'), 447, 337, 2),\n",
       " ('Gentlemen Stage', Decimal('2.99'), 448, 337, 2),\n",
       " ('Giant Troopers', Decimal('2.99'), 449, 337, 2),\n",
       " ('Gleaming Jawbreaker', Decimal('2.99'), 450, 337, 2),\n",
       " ('Glory Tracy', Decimal('2.99'), 451, 337, 2),\n",
       " ('Godfather Diary', Decimal('2.99'), 452, 337, 2),\n",
       " ('Gone Trouble', Decimal('2.99'), 453, 337, 2),\n",
       " ('Gorgeous Bingo', Decimal('2.99'), 454, 337, 2),\n",
       " ('Graduate Lord', Decimal('2.99'), 455, 337, 2),\n",
       " ('Greatest North', Decimal('2.99'), 456, 337, 2),\n",
       " ('Greek Everyone', Decimal('2.99'), 457, 337, 2),\n",
       " ('Gunfighter Mussolini', Decimal('2.99'), 458, 337, 2),\n",
       " ('Half Outfield', Decimal('2.99'), 459, 337, 2),\n",
       " ('Halloween Nuts', Decimal('2.99'), 460, 337, 2),\n",
       " ('Hamlet Wisdom', Decimal('2.99'), 461, 337, 2),\n",
       " ('Identity Lover', Decimal('2.99'), 462, 337, 2),\n",
       " ('Hanky October', Decimal('2.99'), 463, 337, 2),\n",
       " ('Happiness United', Decimal('2.99'), 464, 337, 2),\n",
       " ('Hardly Robbers', Decimal('2.99'), 465, 337, 2),\n",
       " ('Heaven Freedom', Decimal('2.99'), 466, 337, 2),\n",
       " ('Hedwig Alter', Decimal('2.99'), 467, 337, 2),\n",
       " ('Hellfighters Sierra', Decimal('2.99'), 468, 337, 2),\n",
       " ('High Encino', Decimal('2.99'), 469, 337, 2),\n",
       " ('Hocus Frida', Decimal('2.99'), 470, 337, 2),\n",
       " ('Homicide Peach', Decimal('2.99'), 471, 337, 2),\n",
       " ('Idols Snatchers', Decimal('2.99'), 472, 337, 2),\n",
       " ('Hoosiers Birdcage', Decimal('2.99'), 473, 337, 2),\n",
       " ('Hope Tootsie', Decimal('2.99'), 474, 337, 2),\n",
       " ('Horn Working', Decimal('2.99'), 475, 337, 2),\n",
       " ('House Dynamite', Decimal('2.99'), 476, 337, 2),\n",
       " ('Human Graffiti', Decimal('2.99'), 477, 337, 2),\n",
       " ('Hunter Alter', Decimal('2.99'), 478, 337, 2),\n",
       " ('Hunting Musketeers', Decimal('2.99'), 479, 337, 2),\n",
       " ('Hurricane Affair', Decimal('2.99'), 480, 337, 2),\n",
       " ('Hyde Doctor', Decimal('2.99'), 481, 337, 2),\n",
       " ('Ice Crossing', Decimal('2.99'), 482, 337, 2),\n",
       " ('Idaho Love', Decimal('2.99'), 483, 337, 2),\n",
       " ('Image Princess', Decimal('2.99'), 484, 337, 2),\n",
       " ('Insider Arizona', Decimal('2.99'), 485, 337, 2),\n",
       " ('Instinct Airport', Decimal('2.99'), 486, 337, 2),\n",
       " ('Intentions Empire', Decimal('2.99'), 487, 337, 2),\n",
       " ('Invasion Cyclone', Decimal('2.99'), 488, 337, 2),\n",
       " ('Island Exorcist', Decimal('2.99'), 489, 337, 2),\n",
       " ('Jacket Frisco', Decimal('2.99'), 490, 337, 2),\n",
       " ('Jade Bunch', Decimal('2.99'), 491, 337, 2),\n",
       " ('Jason Trap', Decimal('2.99'), 492, 337, 2),\n",
       " ('Jaws Harry', Decimal('2.99'), 493, 337, 2),\n",
       " ('Jeepers Wedding', Decimal('2.99'), 494, 337, 2),\n",
       " ('Jekyll Frogmen', Decimal('2.99'), 495, 337, 2),\n",
       " ('Jericho Mulan', Decimal('2.99'), 496, 337, 2),\n",
       " ('Jerk Paycheck', Decimal('2.99'), 497, 337, 2),\n",
       " ('Jumanji Blade', Decimal('2.99'), 498, 337, 2),\n",
       " ('Kentuckian Giant', Decimal('2.99'), 499, 337, 2),\n",
       " ('Killer Innocent', Decimal('2.99'), 500, 337, 2),\n",
       " ('Knock Warlock', Decimal('2.99'), 501, 337, 2),\n",
       " ('Kramer Chocolate', Decimal('2.99'), 502, 337, 2),\n",
       " ('Labyrinth League', Decimal('2.99'), 503, 337, 2),\n",
       " ('Leathernecks Dwarfs', Decimal('2.99'), 504, 337, 2),\n",
       " ('Lebowski Soldiers', Decimal('2.99'), 505, 337, 2),\n",
       " ('Liberty Magnificent', Decimal('2.99'), 506, 337, 2),\n",
       " ('License Weekend', Decimal('2.99'), 507, 337, 2),\n",
       " ('Life Twisted', Decimal('2.99'), 508, 337, 2),\n",
       " ('Lock Rear', Decimal('2.99'), 509, 337, 2),\n",
       " ('Lolita World', Decimal('2.99'), 510, 337, 2),\n",
       " ('Lonely Elephant', Decimal('2.99'), 511, 337, 2),\n",
       " ('Lord Arizona', Decimal('2.99'), 512, 337, 2),\n",
       " ('Lost Bird', Decimal('2.99'), 513, 337, 2),\n",
       " ('Lovely Jingle', Decimal('2.99'), 514, 337, 2),\n",
       " ('Lover Truman', Decimal('2.99'), 515, 337, 2),\n",
       " ('Luck Opus', Decimal('2.99'), 516, 337, 2),\n",
       " ('Lucky Flying', Decimal('2.99'), 517, 337, 2),\n",
       " ('Luke Mummy', Decimal('2.99'), 518, 337, 2),\n",
       " ('Mask Peach', Decimal('2.99'), 519, 337, 2),\n",
       " ('Lust Lock', Decimal('2.99'), 520, 337, 2),\n",
       " ('Madison Trap', Decimal('2.99'), 521, 337, 2),\n",
       " ('Madre Gables', Decimal('2.99'), 522, 337, 2),\n",
       " ('Magnificent Chitty', Decimal('2.99'), 523, 337, 2),\n",
       " ('Maguire Apache', Decimal('2.99'), 524, 337, 2),\n",
       " ('Malkovich Pet', Decimal('2.99'), 525, 337, 2),\n",
       " ('Manchurian Curtain', Decimal('2.99'), 526, 337, 2),\n",
       " ('Mannequin Worst', Decimal('2.99'), 527, 337, 2),\n",
       " ('Married Go', Decimal('2.99'), 528, 337, 2),\n",
       " ('Massage Image', Decimal('2.99'), 529, 337, 2),\n",
       " ('Meet Chocolate', Decimal('2.99'), 530, 337, 2),\n",
       " ('Menagerie Rushmore', Decimal('2.99'), 531, 337, 2),\n",
       " ('Metal Armageddon', Decimal('2.99'), 532, 337, 2),\n",
       " ('Metropolis Coma', Decimal('2.99'), 533, 337, 2),\n",
       " ('Microcosmos Paradise', Decimal('2.99'), 534, 337, 2),\n",
       " ('Mighty Luck', Decimal('2.99'), 535, 337, 2),\n",
       " ('Miracle Virtual', Decimal('2.99'), 536, 337, 2),\n",
       " ('Mixed Doors', Decimal('2.99'), 537, 337, 2),\n",
       " ('Money Harold', Decimal('2.99'), 538, 337, 2),\n",
       " ('Monster Spartacus', Decimal('2.99'), 539, 337, 2),\n",
       " ('Mulholland Beast', Decimal('2.99'), 540, 337, 2),\n",
       " ('Murder Antitrust', Decimal('2.99'), 541, 337, 2),\n",
       " ('Muscle Bright', Decimal('2.99'), 542, 337, 2),\n",
       " ('Mussolini Spoilers', Decimal('2.99'), 543, 337, 2),\n",
       " ('Nash Chocolat', Decimal('2.99'), 544, 337, 2),\n",
       " ('National Story', Decimal('2.99'), 545, 337, 2),\n",
       " ('Nemo Campus', Decimal('2.99'), 546, 337, 2),\n",
       " ('Network Peak', Decimal('2.99'), 547, 337, 2),\n",
       " ('Noon Papi', Decimal('2.99'), 548, 337, 2),\n",
       " ('Northwest Polish', Decimal('2.99'), 549, 337, 2),\n",
       " ('Operation Operation', Decimal('2.99'), 550, 337, 2),\n",
       " ('Order Betrayed', Decimal('2.99'), 551, 337, 2),\n",
       " ('Orient Closer', Decimal('2.99'), 552, 337, 2),\n",
       " ('Oscar Gold', Decimal('2.99'), 553, 337, 2),\n",
       " ('Others Soup', Decimal('2.99'), 554, 337, 2),\n",
       " ('Oz Liaisons', Decimal('2.99'), 555, 337, 2),\n",
       " ('Paradise Sabrina', Decimal('2.99'), 556, 337, 2),\n",
       " ('Paris Weekend', Decimal('2.99'), 557, 337, 2),\n",
       " ('Party Knock', Decimal('2.99'), 558, 337, 2),\n",
       " ('Patriot Roman', Decimal('2.99'), 559, 337, 2),\n",
       " ('Patton Interview', Decimal('2.99'), 560, 337, 2),\n",
       " ('Peach Innocent', Decimal('2.99'), 561, 337, 2),\n",
       " ('Pearl Destiny', Decimal('2.99'), 562, 337, 2),\n",
       " ('Perfect Groove', Decimal('2.99'), 563, 337, 2),\n",
       " ('Phantom Glory', Decimal('2.99'), 564, 337, 2),\n",
       " ('Pickup Driving', Decimal('2.99'), 565, 337, 2),\n",
       " ('Pilot Hoosiers', Decimal('2.99'), 566, 337, 2),\n",
       " ('Pizza Jumanji', Decimal('2.99'), 567, 337, 2),\n",
       " ('Pollock Deliverance', Decimal('2.99'), 568, 337, 2),\n",
       " ('Pond Seattle', Decimal('2.99'), 569, 337, 2),\n",
       " ('Potluck Mixed', Decimal('2.99'), 570, 337, 2),\n",
       " ('Potter Connecticut', Decimal('2.99'), 571, 337, 2),\n",
       " ('Princess Giant', Decimal('2.99'), 572, 337, 2),\n",
       " ('Prix Undefeated', Decimal('2.99'), 573, 337, 2),\n",
       " ('Psycho Shrunk', Decimal('2.99'), 574, 337, 2),\n",
       " ('Pulp Beverly', Decimal('2.99'), 575, 337, 2),\n",
       " ('Pure Runner', Decimal('2.99'), 576, 337, 2),\n",
       " ('Purple Movie', Decimal('2.99'), 577, 337, 2),\n",
       " ('Quest Mussolini', Decimal('2.99'), 578, 337, 2),\n",
       " ('Racer Egg', Decimal('2.99'), 579, 337, 2),\n",
       " ('Random Go', Decimal('2.99'), 580, 337, 2),\n",
       " ('Reap Unfaithful', Decimal('2.99'), 581, 337, 2),\n",
       " ('Redemption Comforts', Decimal('2.99'), 582, 337, 2),\n",
       " ('Reign Gentlemen', Decimal('2.99'), 583, 337, 2),\n",
       " ('Remember Diary', Decimal('2.99'), 584, 337, 2),\n",
       " ('Reservoir Adaptation', Decimal('2.99'), 585, 337, 2),\n",
       " ('Rider Caddyshack', Decimal('2.99'), 586, 337, 2),\n",
       " ('Robbers Joon', Decimal('2.99'), 587, 337, 2),\n",
       " ('Rollercoaster Bringing', Decimal('2.99'), 588, 337, 2),\n",
       " ('Rushmore Mermaid', Decimal('2.99'), 589, 337, 2),\n",
       " ('Saddle Antitrust', Decimal('2.99'), 590, 337, 2),\n",
       " ('Sagebrush Clueless', Decimal('2.99'), 591, 337, 2),\n",
       " ('Saints Bride', Decimal('2.99'), 592, 337, 2),\n",
       " ('Salute Apollo', Decimal('2.99'), 593, 337, 2),\n",
       " ('Samurai Lion', Decimal('2.99'), 594, 337, 2),\n",
       " ('Santa Paris', Decimal('2.99'), 595, 337, 2),\n",
       " ('Scissorhands Slums', Decimal('2.99'), 596, 337, 2),\n",
       " ('Ship Wonderland', Decimal('2.99'), 597, 337, 2),\n",
       " ('Sea Virgin', Decimal('2.99'), 598, 337, 2),\n",
       " ('Seabiscuit Punk', Decimal('2.99'), 599, 337, 2),\n",
       " ('Searchers Wait', Decimal('2.99'), 600, 337, 2),\n",
       " ('Shakespeare Saddle', Decimal('2.99'), 601, 337, 2),\n",
       " ('Shane Darkness', Decimal('2.99'), 602, 337, 2),\n",
       " ('Shanghai Tycoon', Decimal('2.99'), 603, 337, 2),\n",
       " ('Shock Cabin', Decimal('2.99'), 604, 337, 2),\n",
       " ('Shrek License', Decimal('2.99'), 605, 337, 2),\n",
       " ('Shrunk Divine', Decimal('2.99'), 606, 337, 2),\n",
       " ('Sinners Atlantis', Decimal('2.99'), 607, 337, 2),\n",
       " ('Sky Miracle', Decimal('2.99'), 608, 337, 2),\n",
       " ('Sleepy Japanese', Decimal('2.99'), 609, 337, 2),\n",
       " ('Smile Earring', Decimal('2.99'), 610, 337, 2),\n",
       " ('Snatchers Montezuma', Decimal('2.99'), 611, 337, 2),\n",
       " ('Sons Interview', Decimal('2.99'), 612, 337, 2),\n",
       " ('South Wait', Decimal('2.99'), 613, 337, 2),\n",
       " ('Speakeasy Date', Decimal('2.99'), 614, 337, 2),\n",
       " ('Spiking Element', Decimal('2.99'), 615, 337, 2),\n",
       " ('Spinal Rocky', Decimal('2.99'), 616, 337, 2),\n",
       " ('Spy Mile', Decimal('2.99'), 617, 337, 2),\n",
       " ('Squad Fish', Decimal('2.99'), 618, 337, 2),\n",
       " ('Stage World', Decimal('2.99'), 619, 337, 2),\n",
       " ('Star Operation', Decimal('2.99'), 620, 337, 2),\n",
       " ('State Wasteland', Decimal('2.99'), 621, 337, 2),\n",
       " ('Stock Glass', Decimal('2.99'), 622, 337, 2),\n",
       " ('Strictly Scarface', Decimal('2.99'), 623, 337, 2),\n",
       " ('Suspects Quills', Decimal('2.99'), 624, 337, 2),\n",
       " ('Sweet Brotherhood', Decimal('2.99'), 625, 337, 2),\n",
       " ('Tadpole Park', Decimal('2.99'), 626, 337, 2),\n",
       " ('Tarzan Videotape', Decimal('2.99'), 627, 337, 2),\n",
       " ('Telemark Heartbreakers', Decimal('2.99'), 628, 337, 2),\n",
       " ('Tomorrow Hustler', Decimal('2.99'), 629, 337, 2),\n",
       " ('Town Ark', Decimal('2.99'), 630, 337, 2),\n",
       " ('Trojan Tomorrow', Decimal('2.99'), 631, 337, 2),\n",
       " ('Trouble Date', Decimal('2.99'), 632, 337, 2),\n",
       " ('Turn Star', Decimal('2.99'), 633, 337, 2),\n",
       " ('Tuxedo Mile', Decimal('2.99'), 634, 337, 2),\n",
       " ('Uncut Suicides', Decimal('2.99'), 635, 337, 2),\n",
       " ('Unfaithful Kill', Decimal('2.99'), 636, 337, 2),\n",
       " ('Untouchables Sunrise', Decimal('2.99'), 637, 337, 2),\n",
       " ('Uprising Uptown', Decimal('2.99'), 638, 337, 2),\n",
       " ('Uptown Young', Decimal('2.99'), 639, 337, 2),\n",
       " ('Vacation Boondock', Decimal('2.99'), 640, 337, 2),\n",
       " ('Vanishing Rocky', Decimal('2.99'), 641, 337, 2),\n",
       " ('Varsity Trip', Decimal('2.99'), 642, 337, 2),\n",
       " ('Vertigo Northwest', Decimal('2.99'), 643, 337, 2),\n",
       " ('Wagon Jaws', Decimal('2.99'), 644, 337, 2),\n",
       " ('Wardrobe Phantom', Decimal('2.99'), 645, 337, 2),\n",
       " ('Warlock Werewolf', Decimal('2.99'), 646, 337, 2),\n",
       " ('Wars Pluto', Decimal('2.99'), 647, 337, 2),\n",
       " ('Wasteland Divine', Decimal('2.99'), 648, 337, 2),\n",
       " ('Weekend Personal', Decimal('2.99'), 649, 337, 2),\n",
       " ('Willow Tracy', Decimal('2.99'), 650, 337, 2),\n",
       " ('Window Side', Decimal('2.99'), 651, 337, 2),\n",
       " ('Won Dares', Decimal('2.99'), 652, 337, 2),\n",
       " ('Wonderful Drop', Decimal('2.99'), 653, 337, 2),\n",
       " ('Wonka Sea', Decimal('2.99'), 654, 337, 2),\n",
       " ('Words Hunter', Decimal('2.99'), 655, 337, 2),\n",
       " ('Worker Tarzan', Decimal('2.99'), 656, 337, 2),\n",
       " ('Worst Banger', Decimal('2.99'), 657, 337, 2),\n",
       " ('Wrong Behavior', Decimal('2.99'), 658, 337, 2),\n",
       " ('Zoolander Fiction', Decimal('2.99'), 659, 337, 2),\n",
       " ('Grapes Fury', Decimal('0.99'), 660, 660, 3),\n",
       " ('Towers Hurricane', Decimal('0.99'), 661, 660, 3),\n",
       " ('Graffiti Love', Decimal('0.99'), 662, 660, 3),\n",
       " ('Goldmine Tycoon', Decimal('0.99'), 663, 660, 3),\n",
       " ('Patient Sister', Decimal('0.99'), 664, 660, 3),\n",
       " ('Annie Identity', Decimal('0.99'), 665, 660, 3),\n",
       " ('Tracy Cider', Decimal('0.99'), 666, 660, 3),\n",
       " ('Goldfinger Sensibility', Decimal('0.99'), 667, 660, 3),\n",
       " ('Caddyshack Jedi', Decimal('0.99'), 668, 660, 3),\n",
       " ('Go Purple', Decimal('0.99'), 669, 660, 3),\n",
       " ('Cabin Flash', Decimal('0.99'), 670, 660, 3),\n",
       " ('Glass Dying', Decimal('0.99'), 671, 660, 3),\n",
       " ('Gilmore Boiled', Decimal('0.99'), 672, 660, 3),\n",
       " ('Butterfly Chocolat', Decimal('0.99'), 673, 660, 3),\n",
       " ('Personal Ladybugs', Decimal('0.99'), 674, 660, 3),\n",
       " ('Pet Haunting', Decimal('0.99'), 675, 660, 3),\n",
       " ('Butch Panther', Decimal('0.99'), 676, 660, 3),\n",
       " ('Gilbert Pelican', Decimal('0.99'), 677, 660, 3),\n",
       " ('Pianist Outfield', Decimal('0.99'), 678, 660, 3),\n",
       " ('Tramp Others', Decimal('0.99'), 679, 660, 3),\n",
       " ('Translation Summer', Decimal('0.99'), 680, 660, 3),\n",
       " ('Ghostbusters Elf', Decimal('0.99'), 681, 660, 3),\n",
       " ('Pirates Roxanne', Decimal('0.99'), 682, 660, 3),\n",
       " ('Gathering Calendar', Decimal('0.99'), 683, 660, 3),\n",
       " ('Gandhi Kwai', Decimal('0.99'), 684, 660, 3),\n",
       " ('Bull Shawshank', Decimal('0.99'), 685, 660, 3),\n",
       " ('Gables Metropolis', Decimal('0.99'), 686, 660, 3),\n",
       " ('Fury Murder', Decimal('0.99'), 687, 660, 3),\n",
       " ('Pocus Pulp', Decimal('0.99'), 688, 660, 3),\n",
       " ('Polish Brooklyn', Decimal('0.99'), 689, 660, 3),\n",
       " ('Treasure Command', Decimal('0.99'), 690, 660, 3),\n",
       " ('Treatment Jekyll', Decimal('0.99'), 691, 660, 3),\n",
       " ('Frost Head', Decimal('0.99'), 692, 660, 3),\n",
       " ('Brotherhood Blanket', Decimal('0.99'), 693, 660, 3),\n",
       " ('Anaconda Confessions', Decimal('0.99'), 694, 660, 3),\n",
       " ('Frogmen Breaking', Decimal('0.99'), 695, 660, 3),\n",
       " ('Freedom Cleopatra', Decimal('0.99'), 696, 660, 3),\n",
       " ('Pride Alamo', Decimal('0.99'), 697, 660, 3),\n",
       " ('Primary Glass', Decimal('0.99'), 698, 660, 3),\n",
       " ('Troopers Metal', Decimal('0.99'), 699, 660, 3),\n",
       " ('Frankenstein Stranger', Decimal('0.99'), 700, 660, 3),\n",
       " ('Amadeus Holy', Decimal('0.99'), 701, 660, 3),\n",
       " ('Bride Intrigue', Decimal('0.99'), 702, 660, 3),\n",
       " ('Wild Apollo', Decimal('0.99'), 703, 660, 3),\n",
       " ('Firehouse Vietnam', Decimal('0.99'), 704, 660, 3),\n",
       " ('Zhivago Core', Decimal('0.99'), 705, 660, 3),\n",
       " ('Bound Cheaper', Decimal('0.99'), 706, 660, 3),\n",
       " ('Fireball Philadelphia', Decimal('0.99'), 707, 660, 3),\n",
       " ('Boulevard Mob', Decimal('0.99'), 708, 660, 3),\n",
       " ('Finding Anaconda', Decimal('0.99'), 709, 660, 3),\n",
       " ('Unbreakable Karate', Decimal('0.99'), 710, 660, 3),\n",
       " ('Fight Jawbreaker', Decimal('0.99'), 711, 660, 3),\n",
       " ('Fiction Christmas', Decimal('0.99'), 712, 660, 3),\n",
       " ('Raiders Antitrust', Decimal('0.99'), 713, 660, 3),\n",
       " ('Feud Frogmen', Decimal('0.99'), 714, 660, 3),\n",
       " ('Wind Phantom', Decimal('0.99'), 715, 660, 3),\n",
       " ('Feathers Metal', Decimal('0.99'), 716, 660, 3),\n",
       " ('Borrowers Bedazzled', Decimal('0.99'), 717, 660, 3),\n",
       " ('Rear Trading', Decimal('0.99'), 718, 660, 3),\n",
       " ('Rebel Airport', Decimal('0.99'), 719, 660, 3),\n",
       " ('Fantasy Troopers', Decimal('0.99'), 720, 660, 3),\n",
       " ('Wrath Mile', Decimal('0.99'), 721, 660, 3),\n",
       " ('Family Sweet', Decimal('0.99'), 722, 660, 3),\n",
       " ('Reef Salute', Decimal('0.99'), 723, 660, 3),\n",
       " ('Unforgiven Zoolander', Decimal('0.99'), 724, 660, 3),\n",
       " ('United Pilot', Decimal('0.99'), 725, 660, 3),\n",
       " ('Factory Dragon', Decimal('0.99'), 726, 660, 3),\n",
       " ('Wisdom Worker', Decimal('0.99'), 727, 660, 3),\n",
       " ('Resurrection Silverado', Decimal('0.99'), 728, 660, 3),\n",
       " ('Reunion Witches', Decimal('0.99'), 729, 660, 3),\n",
       " ('Alter Victory', Decimal('0.99'), 730, 660, 3),\n",
       " ('Ridgemont Submarine', Decimal('0.99'), 731, 660, 3),\n",
       " ('Expendable Stallion', Decimal('0.99'), 732, 660, 3),\n",
       " ('Rings Heartbreakers', Decimal('0.99'), 733, 660, 3),\n",
       " ('River Outlaw', Decimal('0.99'), 734, 660, 3),\n",
       " ('Excitement Eve', Decimal('0.99'), 735, 660, 3),\n",
       " ('Alone Trip', Decimal('0.99'), 736, 660, 3),\n",
       " ('Robbery Bright', Decimal('0.99'), 737, 660, 3),\n",
       " ('Rock Instinct', Decimal('0.99'), 738, 660, 3),\n",
       " ('Rocketeer Mother', Decimal('0.99'), 739, 660, 3),\n",
       " ('Evolution Alter', Decimal('0.99'), 740, 660, 3),\n",
       " ('Boondock Ballroom', Decimal('0.99'), 741, 660, 3),\n",
       " ('Roman Punk', Decimal('0.99'), 742, 660, 3),\n",
       " ('Roof Champion', Decimal('0.99'), 743, 660, 3),\n",
       " ('Room Roman', Decimal('0.99'), 744, 660, 3),\n",
       " ('Roots Remember', Decimal('0.99'), 745, 660, 3),\n",
       " ('Everyone Craft', Decimal('0.99'), 746, 660, 3),\n",
       " ('Rouge Squad', Decimal('0.99'), 747, 660, 3),\n",
       " ('Roxanne Rebel', Decimal('0.99'), 748, 660, 3),\n",
       " ('Rugrats Shakespeare', Decimal('0.99'), 749, 660, 3),\n",
       " ('Entrapment Satisfaction', Decimal('0.99'), 750, 660, 3),\n",
       " ('Run Pacific', Decimal('0.99'), 751, 660, 3),\n",
       " ('Runaway Tenenbaums', Decimal('0.99'), 752, 660, 3),\n",
       " ('Runner Madigan', Decimal('0.99'), 753, 660, 3),\n",
       " ('Wolves Desire', Decimal('0.99'), 754, 660, 3),\n",
       " ('English Bulworth', Decimal('0.99'), 755, 660, 3),\n",
       " ('Valentine Vanishing', Decimal('0.99'), 756, 660, 3),\n",
       " ('Valley Packer', Decimal('0.99'), 757, 660, 3),\n",
       " ('Bonnie Holocaust', Decimal('0.99'), 758, 660, 3),\n",
       " ('Blood Argonauts', Decimal('0.99'), 759, 660, 3),\n",
       " ('Vanished Garden', Decimal('0.99'), 760, 660, 3),\n",
       " ('Women Dorado', Decimal('0.99'), 761, 660, 3),\n",
       " ('Sassy Packer', Decimal('0.99'), 762, 660, 3),\n",
       " ('Ending Crowds', Decimal('0.99'), 763, 660, 3),\n",
       " ('Encounters Curtain', Decimal('0.99'), 764, 660, 3),\n",
       " ('Encino Elf', Decimal('0.99'), 765, 660, 3),\n",
       " ('Savannah Town', Decimal('0.99'), 766, 660, 3),\n",
       " ('Empire Malkovich', Decimal('0.99'), 767, 660, 3),\n",
       " ('Egypt Tenenbaums', Decimal('0.99'), 768, 660, 3),\n",
       " ('Effect Gladiator', Decimal('0.99'), 769, 660, 3),\n",
       " ('Academy Dinosaur', Decimal('0.99'), 770, 660, 3),\n",
       " ('Blade Polish', Decimal('0.99'), 771, 660, 3),\n",
       " ('Earth Vision', Decimal('0.99'), 772, 660, 3),\n",
       " ('Alaska Phantom', Decimal('0.99'), 773, 660, 3),\n",
       " ('Victory Academy', Decimal('0.99'), 774, 660, 3),\n",
       " ('Birdcage Casper', Decimal('0.99'), 775, 660, 3),\n",
       " ('Earring Instinct', Decimal('0.99'), 776, 660, 3),\n",
       " ('Dynamite Tarzan', Decimal('0.99'), 777, 660, 3),\n",
       " ('Dumbo Lust', Decimal('0.99'), 778, 660, 3),\n",
       " ('Duffel Apocalypse', Decimal('0.99'), 779, 660, 3),\n",
       " ('Drums Dynamite', Decimal('0.99'), 780, 660, 3),\n",
       " ('Drumline Cyclone', Decimal('0.99'), 781, 660, 3),\n",
       " ('Dragon Squad', Decimal('0.99'), 782, 660, 3),\n",
       " ('Vietnam Smoochy', Decimal('0.99'), 783, 660, 3),\n",
       " ('Beneath Rush', Decimal('0.99'), 784, 660, 3),\n",
       " ('Beethoven Exorcist', Decimal('0.99'), 785, 660, 3),\n",
       " ('Dracula Crystal', Decimal('0.99'), 786, 660, 3),\n",
       " ('Shepherd Midsummer', Decimal('0.99'), 787, 660, 3),\n",
       " ('Shining Roses', Decimal('0.99'), 788, 660, 3),\n",
       " ('Virginian Pluto', Decimal('0.99'), 789, 660, 3),\n",
       " ('Shootist Superfly', Decimal('0.99'), 790, 660, 3),\n",
       " ('Downhill Enough', Decimal('0.99'), 791, 660, 3),\n",
       " ('Bedazzled Married', Decimal('0.99'), 792, 660, 3),\n",
       " ('Vision Torque', Decimal('0.99'), 793, 660, 3),\n",
       " ('Side Ark', Decimal('0.99'), 794, 660, 3),\n",
       " ('Siege Madre', Decimal('0.99'), 795, 660, 3),\n",
       " ('Sierra Divide', Decimal('0.99'), 796, 660, 3),\n",
       " ('Silence Kane', Decimal('0.99'), 797, 660, 3),\n",
       " ('Double Wrath', Decimal('0.99'), 798, 660, 3),\n",
       " ('Simon North', Decimal('0.99'), 799, 660, 3),\n",
       " ('Voice Peach', Decimal('0.99'), 800, 660, 3),\n",
       " ('Doom Dancing', Decimal('0.99'), 801, 660, 3),\n",
       " ('Volcano Texas', Decimal('0.99'), 802, 660, 3),\n",
       " ('Donnie Alley', Decimal('0.99'), 803, 660, 3),\n",
       " ('Disciple Mother', Decimal('0.99'), 804, 660, 3),\n",
       " ('Detective Vision', Decimal('0.99'), 805, 660, 3),\n",
       " ('Banger Pinocchio', Decimal('0.99'), 806, 660, 3),\n",
       " ('Sleuth Orient', Decimal('0.99'), 807, 660, 3),\n",
       " ('Sling Luke', Decimal('0.99'), 808, 660, 3),\n",
       " ('Slipper Fidelity', Decimal('0.99'), 809, 660, 3),\n",
       " ('Slums Duck', Decimal('0.99'), 810, 660, 3),\n",
       " ('Voyage Legally', Decimal('0.99'), 811, 660, 3),\n",
       " ('Smoking Barbarella', Decimal('0.99'), 812, 660, 3),\n",
       " ('Smoochy Control', Decimal('0.99'), 813, 660, 3),\n",
       " ('Destination Jerk', Decimal('0.99'), 814, 660, 3),\n",
       " ('Alice Fantasia', Decimal('0.99'), 815, 660, 3),\n",
       " ('Snowman Rollercoaster', Decimal('0.99'), 816, 660, 3),\n",
       " ('Deliverance Mulholland', Decimal('0.99'), 817, 660, 3),\n",
       " ('Deceiver Betrayed', Decimal('0.99'), 818, 660, 3),\n",
       " ('Song Hedwig', Decimal('0.99'), 819, 660, 3),\n",
       " ('Wait Cider', Decimal('0.99'), 820, 660, 3),\n",
       " ('Sorority Queen', Decimal('0.99'), 821, 660, 3),\n",
       " ('Soup Wisdom', Decimal('0.99'), 822, 660, 3),\n",
       " ('Ballroom Mockingbird', Decimal('0.99'), 823, 660, 3),\n",
       " ('Dancing Fever', Decimal('0.99'), 824, 660, 3),\n",
       " ('Arsenic Independence', Decimal('0.99'), 825, 660, 3),\n",
       " ('Dances None', Decimal('0.99'), 826, 660, 3),\n",
       " ('Dalmations Sweden', Decimal('0.99'), 827, 660, 3),\n",
       " ('Army Flintstones', Decimal('0.99'), 828, 660, 3),\n",
       " ('Armageddon Lost', Decimal('0.99'), 829, 660, 3),\n",
       " ('Spirit Flintstones', Decimal('0.99'), 830, 660, 3),\n",
       " ('Spirited Casualties', Decimal('0.99'), 831, 660, 3),\n",
       " ('Splash Gump', Decimal('0.99'), 832, 660, 3),\n",
       " ('Splendor Patton', Decimal('0.99'), 833, 660, 3),\n",
       " ('Spoilers Hellfighters', Decimal('0.99'), 834, 660, 3),\n",
       " ('Alamo Videotape', Decimal('0.99'), 835, 660, 3),\n",
       " ('Young Language', Decimal('0.99'), 836, 660, 3),\n",
       " ('Youth Kick', Decimal('0.99'), 837, 660, 3),\n",
       " ('Curtain Videotape', Decimal('0.99'), 838, 660, 3),\n",
       " ('Stallion Sundance', Decimal('0.99'), 839, 660, 3),\n",
       " ('Stampede Disturbing', Decimal('0.99'), 840, 660, 3),\n",
       " ('Ark Ridgemont', Decimal('0.99'), 841, 660, 3),\n",
       " ('Kill Brotherhood', Decimal('0.99'), 842, 660, 3),\n",
       " ('Date Speed', Decimal('0.99'), 843, 660, 3),\n",
       " ('Cruelty Unforgiven', Decimal('0.99'), 844, 660, 3),\n",
       " ('Kwai Homeward', Decimal('0.99'), 845, 660, 3),\n",
       " ('Crow Grease', Decimal('0.99'), 846, 660, 3),\n",
       " ('Rush Goodfellas', Decimal('0.99'), 847, 660, 3),\n",
       " ('Kick Savannah', Decimal('0.99'), 848, 660, 3),\n",
       " ('Ladybugs Armageddon', Decimal('0.99'), 849, 660, 3),\n",
       " ('Karate Moon', Decimal('0.99'), 850, 660, 3),\n",
       " ('Language Cowboy', Decimal('0.99'), 851, 660, 3),\n",
       " ('Kane Exorcist', Decimal('0.99'), 852, 660, 3),\n",
       " ('Lawrence Love', Decimal('0.99'), 853, 660, 3),\n",
       " ('Jungle Closer', Decimal('0.99'), 854, 660, 3),\n",
       " ('Crooked Frogmen', Decimal('0.99'), 855, 660, 3),\n",
       " ('Creatures Shakespeare', Decimal('0.99'), 856, 660, 3),\n",
       " ('Jumping Wrath', Decimal('0.99'), 857, 660, 3),\n",
       " ('Legend Jedi', Decimal('0.99'), 858, 660, 3),\n",
       " ('Lesson Cleopatra', Decimal('0.99'), 859, 660, 3),\n",
       " ('Juggler Hardly', Decimal('0.99'), 860, 660, 3),\n",
       " ('Watch Tracy', Decimal('0.99'), 861, 660, 3),\n",
       " ('Stone Fire', Decimal('0.99'), 862, 660, 3),\n",
       " ('Joon Northwest', Decimal('0.99'), 863, 660, 3),\n",
       " ('Storm Happiness', Decimal('0.99'), 864, 660, 3),\n",
       " ('Lights Deer', Decimal('0.99'), 865, 660, 3),\n",
       " ('Mars Roman', Decimal('0.99'), 866, 660, 3),\n",
       " ('Lion Uncut', Decimal('0.99'), 867, 660, 3),\n",
       " ('Loathing Legally', Decimal('0.99'), 868, 660, 3),\n",
       " ('Story Side', Decimal('0.99'), 869, 660, 3),\n",
       " ('Jeopardy Encino', Decimal('0.99'), 870, 660, 3),\n",
       " ('Straight Hours', Decimal('0.99'), 871, 660, 3),\n",
       " ('Strangelove Desire', Decimal('0.99'), 872, 660, 3),\n",
       " ('Craft Outfield', Decimal('0.99'), 873, 660, 3),\n",
       " ('Lose Inch', Decimal('0.99'), 874, 660, 3),\n",
       " ('Jedi Beneath', Decimal('0.99'), 875, 660, 3),\n",
       " ('Tights Dawn', Decimal('0.99'), 876, 660, 3),\n",
       " ('Louisiana Harry', Decimal('0.99'), 877, 660, 3),\n",
       " ('Love Suicides', Decimal('0.99'), 878, 660, 3),\n",
       " ('Connection Microcosmos', Decimal('0.99'), 879, 660, 3),\n",
       " ('Streak Ridgemont', Decimal('0.99'), 880, 660, 3),\n",
       " ('Loverboy Attacks', Decimal('0.99'), 881, 660, 3),\n",
       " ('Congeniality Quest', Decimal('0.99'), 882, 660, 3),\n",
       " ('Argonauts Town', Decimal('0.99'), 883, 660, 3),\n",
       " ('Comancheros Enemy', Decimal('0.99'), 884, 660, 3),\n",
       " ('Coast Rainbow', Decimal('0.99'), 885, 660, 3),\n",
       " ('Clyde Theory', Decimal('0.99'), 886, 660, 3),\n",
       " ('Jawbreaker Brooklyn', Decimal('0.99'), 887, 660, 3),\n",
       " ('Club Graffiti', Decimal('0.99'), 888, 660, 3),\n",
       " ('Madness Attacks', Decimal('0.99'), 889, 660, 3),\n",
       " ('Summer Scarface', Decimal('0.99'), 890, 660, 3),\n",
       " ('Magic Mallrats', Decimal('0.99'), 891, 660, 3),\n",
       " ('Sun Confessions', Decimal('0.99'), 892, 660, 3),\n",
       " ('Magnolia Forrester', Decimal('0.99'), 893, 660, 3),\n",
       " ('Sundance Invasion', Decimal('0.99'), 894, 660, 3),\n",
       " ('Japanese Run', Decimal('0.99'), 895, 660, 3),\n",
       " ('Majestic Floats', Decimal('0.99'), 896, 660, 3),\n",
       " ('Maker Gables', Decimal('0.99'), 897, 660, 3),\n",
       " ('Clockwork Paradise', Decimal('0.99'), 898, 660, 3),\n",
       " ('Mallrats United', Decimal('0.99'), 899, 660, 3),\n",
       " ('Intrigue Worst', Decimal('0.99'), 900, 660, 3),\n",
       " ('Sunset Racer', Decimal('0.99'), 901, 660, 3),\n",
       " ('Cleopatra Devil', Decimal('0.99'), 902, 660, 3),\n",
       " ('Superfly Trip', Decimal('0.99'), 903, 660, 3),\n",
       " ('Masked Bubble', Decimal('0.99'), 904, 660, 3),\n",
       " ('Insects Stone', Decimal('0.99'), 905, 660, 3),\n",
       " ('Watership Frontier', Decimal('0.99'), 906, 660, 3),\n",
       " ('Indian Love', Decimal('0.99'), 907, 660, 3),\n",
       " ('Maude Mod', Decimal('0.99'), 908, 660, 3),\n",
       " ('Swarm Gold', Decimal('0.99'), 909, 660, 3),\n",
       " ('Independence Hotel', Decimal('0.99'), 910, 660, 3),\n",
       " ('Citizen Shrek', Decimal('0.99'), 911, 660, 3),\n",
       " ('Impact Aladdin', Decimal('0.99'), 912, 660, 3),\n",
       " ('Timberland Sky', Decimal('0.99'), 913, 660, 3),\n",
       " ('Wedding Apollo', Decimal('0.99'), 914, 660, 3),\n",
       " ('Sweethearts Suspects', Decimal('0.99'), 915, 660, 3),\n",
       " ('Midnight Westward', Decimal('0.99'), 916, 660, 3),\n",
       " ('Illusion Amelie', Decimal('0.99'), 917, 660, 3),\n",
       " ('World Leathernecks', Decimal('0.99'), 918, 660, 3),\n",
       " ('Mile Mulan', Decimal('0.99'), 919, 660, 3),\n",
       " ('Hunger Roof', Decimal('0.99'), 920, 660, 3),\n",
       " ('Hours Rage', Decimal('0.99'), 921, 660, 3),\n",
       " ('Horror Reign', Decimal('0.99'), 922, 660, 3),\n",
       " ('Minority Kiss', Decimal('0.99'), 923, 660, 3),\n",
       " ('Talented Homicide', Decimal('0.99'), 924, 660, 3),\n",
       " ('Hook Chariots', Decimal('0.99'), 925, 660, 3),\n",
       " ('Arabia Dogma', Decimal('0.99'), 926, 660, 3),\n",
       " ('Mob Duffel', Decimal('0.99'), 927, 660, 3),\n",
       " ('Mockingbird Hollywood', Decimal('0.99'), 928, 660, 3),\n",
       " ('Honey Ties', Decimal('0.99'), 929, 660, 3),\n",
       " ('Homeward Cider', Decimal('0.99'), 930, 660, 3),\n",
       " ('Modern Dorado', Decimal('0.99'), 931, 660, 3),\n",
       " ('Taxi Kick', Decimal('0.99'), 932, 660, 3),\n",
       " ('Holy Tadpole', Decimal('0.99'), 933, 660, 3),\n",
       " ('Christmas Moonshine', Decimal('0.99'), 934, 660, 3),\n",
       " ('Monterey Labyrinth', Decimal('0.99'), 935, 660, 3),\n",
       " ('Montezuma Command', Decimal('0.99'), 936, 660, 3),\n",
       " ('Moon Bunch', Decimal('0.99'), 937, 660, 3),\n",
       " ('Holocaust Highball', Decimal('0.99'), 938, 660, 3),\n",
       " ('Hollywood Anonymous', Decimal('0.99'), 939, 660, 3),\n",
       " ('Mosquito Armageddon', Decimal('0.99'), 940, 660, 3),\n",
       " ('Mother Oleander', Decimal('0.99'), 941, 660, 3),\n",
       " ('Motions Details', Decimal('0.99'), 942, 660, 3),\n",
       " ('Moulin Wake', Decimal('0.99'), 943, 660, 3),\n",
       " ('Mourning Purple', Decimal('0.99'), 944, 660, 3),\n",
       " ('Hobbit Alien', Decimal('0.99'), 945, 660, 3),\n",
       " ('Mulan Moon', Decimal('0.99'), 946, 660, 3),\n",
       " ('Chocolat Harry', Decimal('0.99'), 947, 660, 3),\n",
       " ('Mummy Creatures', Decimal('0.99'), 948, 660, 3),\n",
       " ('Hills Neighbors', Decimal('0.99'), 949, 660, 3),\n",
       " ('Anonymous Human', Decimal('0.99'), 950, 660, 3),\n",
       " ('Chill Luck', Decimal('0.99'), 951, 660, 3),\n",
       " ('Music Boondock', Decimal('0.99'), 952, 660, 3),\n",
       " ('Highball Potter', Decimal('0.99'), 953, 660, 3),\n",
       " ('Tenenbaums Command', Decimal('0.99'), 954, 660, 3),\n",
       " ('Mystic Truman', Decimal('0.99'), 955, 660, 3),\n",
       " ('Hawk Chill', Decimal('0.99'), 956, 660, 3),\n",
       " ('Chicken Hellfighters', Decimal('0.99'), 957, 660, 3),\n",
       " ('Cheaper Clyde', Decimal('0.99'), 958, 660, 3),\n",
       " ('Natural Stock', Decimal('0.99'), 959, 660, 3),\n",
       " ('Necklace Outbreak', Decimal('0.99'), 960, 660, 3),\n",
       " ('Neighbors Charade', Decimal('0.99'), 961, 660, 3),\n",
       " ('Texas Watch', Decimal('0.99'), 962, 660, 3),\n",
       " ('Theory Mermaid', Decimal('0.99'), 963, 660, 3),\n",
       " ('Newsies Story', Decimal('0.99'), 964, 660, 3),\n",
       " ('Newton Labyrinth', Decimal('0.99'), 965, 660, 3),\n",
       " ('Haunting Pianist', Decimal('0.99'), 966, 660, 3),\n",
       " ('None Spiking', Decimal('0.99'), 967, 660, 3),\n",
       " ('Chainsaw Uptown', Decimal('0.99'), 968, 660, 3),\n",
       " ('Hate Handicap', Decimal('0.99'), 969, 660, 3),\n",
       " ('Celebrity Horn', Decimal('0.99'), 970, 660, 3),\n",
       " ('Notorious Reunion', Decimal('0.99'), 971, 660, 3),\n",
       " ('Notting Speakeasy', Decimal('0.99'), 972, 660, 3),\n",
       " ('Novocaine Flight', Decimal('0.99'), 973, 660, 3),\n",
       " ('Harper Dying', Decimal('0.99'), 974, 660, 3),\n",
       " ('Harold French', Decimal('0.99'), 975, 660, 3),\n",
       " ('Odds Boogie', Decimal('0.99'), 976, 660, 3),\n",
       " ('Oklahoma Jumanji', Decimal('0.99'), 977, 660, 3),\n",
       " ('Oleander Clue', Decimal('0.99'), 978, 660, 3),\n",
       " ('Handicap Boondock', Decimal('0.99'), 979, 660, 3),\n",
       " ('Catch Amistad', Decimal('0.99'), 980, 660, 3),\n",
       " ('Gunfight Moon', Decimal('0.99'), 981, 660, 3),\n",
       " ('Gun Bonnie', Decimal('0.99'), 982, 660, 3),\n",
       " ('Orange Grapes', Decimal('0.99'), 983, 660, 3),\n",
       " ('Carrie Bunch', Decimal('0.99'), 984, 660, 3),\n",
       " ('Caper Motions', Decimal('0.99'), 985, 660, 3),\n",
       " ('Tomatoes Hellfighters', Decimal('0.99'), 986, 660, 3),\n",
       " ('Westward Seabiscuit', Decimal('0.99'), 987, 660, 3),\n",
       " ('Outbreak Divine', Decimal('0.99'), 988, 660, 3),\n",
       " ('Outfield Massacre', Decimal('0.99'), 989, 660, 3),\n",
       " ('Groove Fiction', Decimal('0.99'), 990, 660, 3),\n",
       " ('Tootsie Pilot', Decimal('0.99'), 991, 660, 3),\n",
       " ('Pacific Amistad', Decimal('0.99'), 992, 660, 3),\n",
       " ('Packer Madigan', Decimal('0.99'), 993, 660, 3),\n",
       " ('Pajama Jawbreaker', Decimal('0.99'), 994, 660, 3),\n",
       " ('Grit Clockwork', Decimal('0.99'), 995, 660, 3),\n",
       " ('Greedy Roots', Decimal('0.99'), 996, 660, 3),\n",
       " ('Grease Youth', Decimal('0.99'), 997, 660, 3),\n",
       " ('Papi Necklace', Decimal('0.99'), 998, 660, 3),\n",
       " ('Canyon Stock', Decimal('0.99'), 999, 660, 3),\n",
       " ('Camelot Vacation', Decimal('0.99'), 1000, 660, 3)]"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%sql\n",
    "\n",
    "SELECT\n",
    "title,\n",
    "rental_rate,\n",
    "ROW_NUMBER()\n",
    "OVER(ORDER BY rental_rate DESC) AS row_number,\n",
    "RANK()\n",
    "OVER(ORDER BY rental_rate DESC) AS rank_number,\n",
    "DENSE_RANK()\n",
    "OVER(ORDER BY rental_rate DESC) AS dense_rank\n",
    "FROM film\n",
    "--ORDER BY rental_rate ASC limit 350;"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "46fb4391",
   "metadata": {},
   "source": [
    "## JOIN и WINDOW"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb3dfc3b",
   "metadata": {},
   "source": [
    "Рассмотрим как отрабатывает джойн и window.\n",
    "Вот такой джойн я нашел на просторах интернета, в статье говорилось, что скорость выполнения окна в два раза быстрее, чем аналогичный джойн. \n",
    "https://www.tyzh-programmist.ru/article/postgresql-window-function\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "996c77b2",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "7 rows affected.\n",
      "Wall time: 5 ms\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <tr>\n",
       "        <th>employee_number</th>\n",
       "        <th>department_name</th>\n",
       "        <th>salary</th>\n",
       "        <th>avg_salary_by_department</th>\n",
       "        <th>salary_sum_by_department</th>\n",
       "        <th>employee_count_by_department</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>1</td>\n",
       "        <td>development</td>\n",
       "        <td>1000.00</td>\n",
       "        <td>1300.0000000000000000</td>\n",
       "        <td>3900.00</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>2</td>\n",
       "        <td>development</td>\n",
       "        <td>1300.00</td>\n",
       "        <td>1300.0000000000000000</td>\n",
       "        <td>3900.00</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>development</td>\n",
       "        <td>1600.00</td>\n",
       "        <td>1300.0000000000000000</td>\n",
       "        <td>3900.00</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>sale</td>\n",
       "        <td>900.00</td>\n",
       "        <td>975.0000000000000000</td>\n",
       "        <td>1950.00</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>5</td>\n",
       "        <td>sale</td>\n",
       "        <td>1050.00</td>\n",
       "        <td>975.0000000000000000</td>\n",
       "        <td>1950.00</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>6</td>\n",
       "        <td>testing</td>\n",
       "        <td>1200.00</td>\n",
       "        <td>1100.0000000000000000</td>\n",
       "        <td>2200.00</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>7</td>\n",
       "        <td>testing</td>\n",
       "        <td>1000.00</td>\n",
       "        <td>1100.0000000000000000</td>\n",
       "        <td>2200.00</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "</table>"
      ],
      "text/plain": [
       "[(1, 'development', Decimal('1000.00'), Decimal('1300.0000000000000000'), Decimal('3900.00'), 3),\n",
       " (2, 'development', Decimal('1300.00'), Decimal('1300.0000000000000000'), Decimal('3900.00'), 3),\n",
       " (3, 'development', Decimal('1600.00'), Decimal('1300.0000000000000000'), Decimal('3900.00'), 3),\n",
       " (4, 'sale', Decimal('900.00'), Decimal('975.0000000000000000'), Decimal('1950.00'), 2),\n",
       " (5, 'sale', Decimal('1050.00'), Decimal('975.0000000000000000'), Decimal('1950.00'), 2),\n",
       " (6, 'testing', Decimal('1200.00'), Decimal('1100.0000000000000000'), Decimal('2200.00'), 2),\n",
       " (7, 'testing', Decimal('1000.00'), Decimal('1100.0000000000000000'), Decimal('2200.00'), 2)]"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%time\n",
    "%%sql\n",
    "\n",
    "SELECT \n",
    "    \"employee\".\"employee_number\",\n",
    "    \"employee\".\"department_name\",\n",
    "    \"employee\".\"salary\",\n",
    "    \"t0\".\"avg_salary_by_department\",\n",
    "    \"t0\".\"salary_sum_by_department\",\n",
    "    \"t0\".\"employee_count_by_department\"\n",
    "FROM \"employee\"\n",
    "LEFT JOIN (\n",
    "    SELECT \n",
    "        \"department_name\",\n",
    "        AVG(\"salary\") AS \"avg_salary_by_department\",\n",
    "        SUM(\"salary\") AS \"salary_sum_by_department\",\n",
    "        COUNT(*) AS \"employee_count_by_department\"\n",
    "    FROM \"employee\"\n",
    "    GROUP BY \"department_name\"\n",
    ") AS \"t0\" ON \"t0\".\"department_name\" = \"employee\".\"department_name\";"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "a18ffadc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "7 rows affected.\n",
      "Wall time: 3 ms\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <tr>\n",
       "        <th>employee_number</th>\n",
       "        <th>department_name</th>\n",
       "        <th>salary</th>\n",
       "        <th>avg_salary_by_department</th>\n",
       "        <th>salary_sum_by_department</th>\n",
       "        <th>employee_count_by_department</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>1</td>\n",
       "        <td>development</td>\n",
       "        <td>1000.00</td>\n",
       "        <td>1300.0000000000000000</td>\n",
       "        <td>3900.00</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>2</td>\n",
       "        <td>development</td>\n",
       "        <td>1300.00</td>\n",
       "        <td>1300.0000000000000000</td>\n",
       "        <td>3900.00</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>development</td>\n",
       "        <td>1600.00</td>\n",
       "        <td>1300.0000000000000000</td>\n",
       "        <td>3900.00</td>\n",
       "        <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>sale</td>\n",
       "        <td>900.00</td>\n",
       "        <td>975.0000000000000000</td>\n",
       "        <td>1950.00</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>5</td>\n",
       "        <td>sale</td>\n",
       "        <td>1050.00</td>\n",
       "        <td>975.0000000000000000</td>\n",
       "        <td>1950.00</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>6</td>\n",
       "        <td>testing</td>\n",
       "        <td>1200.00</td>\n",
       "        <td>1100.0000000000000000</td>\n",
       "        <td>2200.00</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>7</td>\n",
       "        <td>testing</td>\n",
       "        <td>1000.00</td>\n",
       "        <td>1100.0000000000000000</td>\n",
       "        <td>2200.00</td>\n",
       "        <td>2</td>\n",
       "    </tr>\n",
       "</table>"
      ],
      "text/plain": [
       "[(1, 'development', Decimal('1000.00'), Decimal('1300.0000000000000000'), Decimal('3900.00'), 3),\n",
       " (2, 'development', Decimal('1300.00'), Decimal('1300.0000000000000000'), Decimal('3900.00'), 3),\n",
       " (3, 'development', Decimal('1600.00'), Decimal('1300.0000000000000000'), Decimal('3900.00'), 3),\n",
       " (4, 'sale', Decimal('900.00'), Decimal('975.0000000000000000'), Decimal('1950.00'), 2),\n",
       " (5, 'sale', Decimal('1050.00'), Decimal('975.0000000000000000'), Decimal('1950.00'), 2),\n",
       " (6, 'testing', Decimal('1200.00'), Decimal('1100.0000000000000000'), Decimal('2200.00'), 2),\n",
       " (7, 'testing', Decimal('1000.00'), Decimal('1100.0000000000000000'), Decimal('2200.00'), 2)]"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%time\n",
    "%%sql\n",
    "SELECT \n",
    "    \"employee\".\"employee_number\",\n",
    "    \"employee\".\"department_name\",\n",
    "    \"employee\".\"salary\",\n",
    "    AVG(\"employee\".\"salary\")\n",
    "    OVER (PARTITION BY \"employee\".\"department_name\") as \"avg_salary_by_department\",\n",
    "    SUM(\"employee\".\"salary\")\n",
    "    OVER (PARTITION BY \"employee\".\"department_name\") as \"salary_sum_by_department\",\n",
    "    COUNT(*)\n",
    "    OVER (PARTITION BY \"employee\".\"department_name\") as \"employee_count_by_department\"\n",
    "FROM \"employee\";"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8d290fee",
   "metadata": {},
   "source": [
    "#### Вывод: да, окно отработало быстрее."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a71f8bc3",
   "metadata": {},
   "source": [
    "#### Проверим на нашей схеме."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "2a9bac34",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "10 rows affected.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <tr>\n",
       "        <th>payment_id</th>\n",
       "        <th>customer_id</th>\n",
       "        <th>staff_id</th>\n",
       "        <th>rental_id</th>\n",
       "        <th>amount</th>\n",
       "        <th>payment_date</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17503</td>\n",
       "        <td>341</td>\n",
       "        <td>2</td>\n",
       "        <td>1520</td>\n",
       "        <td>7.99</td>\n",
       "        <td>2007-02-15 22:25:46.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17504</td>\n",
       "        <td>341</td>\n",
       "        <td>1</td>\n",
       "        <td>1778</td>\n",
       "        <td>1.99</td>\n",
       "        <td>2007-02-16 17:23:14.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17505</td>\n",
       "        <td>341</td>\n",
       "        <td>1</td>\n",
       "        <td>1849</td>\n",
       "        <td>7.99</td>\n",
       "        <td>2007-02-16 22:41:45.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17506</td>\n",
       "        <td>341</td>\n",
       "        <td>2</td>\n",
       "        <td>2829</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-02-19 19:39:56.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17507</td>\n",
       "        <td>341</td>\n",
       "        <td>2</td>\n",
       "        <td>3130</td>\n",
       "        <td>7.99</td>\n",
       "        <td>2007-02-20 17:31:48.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17508</td>\n",
       "        <td>341</td>\n",
       "        <td>1</td>\n",
       "        <td>3382</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-02-21 12:33:49.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17509</td>\n",
       "        <td>342</td>\n",
       "        <td>2</td>\n",
       "        <td>2190</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-02-17 23:58:17.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17510</td>\n",
       "        <td>342</td>\n",
       "        <td>1</td>\n",
       "        <td>2914</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-02-20 02:11:44.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17511</td>\n",
       "        <td>342</td>\n",
       "        <td>1</td>\n",
       "        <td>3081</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-02-20 13:57:39.996577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>17512</td>\n",
       "        <td>343</td>\n",
       "        <td>2</td>\n",
       "        <td>1547</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-02-16 00:10:50.996577</td>\n",
       "    </tr>\n",
       "</table>"
      ],
      "text/plain": [
       "[(17503, 341, 2, 1520, Decimal('7.99'), datetime.datetime(2007, 2, 15, 22, 25, 46, 996577)),\n",
       " (17504, 341, 1, 1778, Decimal('1.99'), datetime.datetime(2007, 2, 16, 17, 23, 14, 996577)),\n",
       " (17505, 341, 1, 1849, Decimal('7.99'), datetime.datetime(2007, 2, 16, 22, 41, 45, 996577)),\n",
       " (17506, 341, 2, 2829, Decimal('2.99'), datetime.datetime(2007, 2, 19, 19, 39, 56, 996577)),\n",
       " (17507, 341, 2, 3130, Decimal('7.99'), datetime.datetime(2007, 2, 20, 17, 31, 48, 996577)),\n",
       " (17508, 341, 1, 3382, Decimal('5.99'), datetime.datetime(2007, 2, 21, 12, 33, 49, 996577)),\n",
       " (17509, 342, 2, 2190, Decimal('5.99'), datetime.datetime(2007, 2, 17, 23, 58, 17, 996577)),\n",
       " (17510, 342, 1, 2914, Decimal('5.99'), datetime.datetime(2007, 2, 20, 2, 11, 44, 996577)),\n",
       " (17511, 342, 1, 3081, Decimal('2.99'), datetime.datetime(2007, 2, 20, 13, 57, 39, 996577)),\n",
       " (17512, 343, 2, 1547, Decimal('4.99'), datetime.datetime(2007, 2, 16, 0, 10, 50, 996577))]"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%sql\n",
    "\n",
    "select * from payment limit 10;"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "e6d53b42",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "10 rows affected.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <tr>\n",
       "        <th>customer_id</th>\n",
       "        <th>store_id</th>\n",
       "        <th>first_name</th>\n",
       "        <th>last_name</th>\n",
       "        <th>email</th>\n",
       "        <th>address_id</th>\n",
       "        <th>activebool</th>\n",
       "        <th>create_date</th>\n",
       "        <th>last_update</th>\n",
       "        <th>active</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>524</td>\n",
       "        <td>1</td>\n",
       "        <td>Jared</td>\n",
       "        <td>Ely</td>\n",
       "        <td>jared.ely@sakilacustomer.org</td>\n",
       "        <td>530</td>\n",
       "        <td>True</td>\n",
       "        <td>2006-02-14</td>\n",
       "        <td>2013-05-26 14:49:45.738000</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>1</td>\n",
       "        <td>1</td>\n",
       "        <td>Mary</td>\n",
       "        <td>Smith</td>\n",
       "        <td>mary.smith@sakilacustomer.org</td>\n",
       "        <td>5</td>\n",
       "        <td>True</td>\n",
       "        <td>2006-02-14</td>\n",
       "        <td>2013-05-26 14:49:45.738000</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>2</td>\n",
       "        <td>1</td>\n",
       "        <td>Patricia</td>\n",
       "        <td>Johnson</td>\n",
       "        <td>patricia.johnson@sakilacustomer.org</td>\n",
       "        <td>6</td>\n",
       "        <td>True</td>\n",
       "        <td>2006-02-14</td>\n",
       "        <td>2013-05-26 14:49:45.738000</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>1</td>\n",
       "        <td>Linda</td>\n",
       "        <td>Williams</td>\n",
       "        <td>linda.williams@sakilacustomer.org</td>\n",
       "        <td>7</td>\n",
       "        <td>True</td>\n",
       "        <td>2006-02-14</td>\n",
       "        <td>2013-05-26 14:49:45.738000</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>2</td>\n",
       "        <td>Barbara</td>\n",
       "        <td>Jones</td>\n",
       "        <td>barbara.jones@sakilacustomer.org</td>\n",
       "        <td>8</td>\n",
       "        <td>True</td>\n",
       "        <td>2006-02-14</td>\n",
       "        <td>2013-05-26 14:49:45.738000</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>5</td>\n",
       "        <td>1</td>\n",
       "        <td>Elizabeth</td>\n",
       "        <td>Brown</td>\n",
       "        <td>elizabeth.brown@sakilacustomer.org</td>\n",
       "        <td>9</td>\n",
       "        <td>True</td>\n",
       "        <td>2006-02-14</td>\n",
       "        <td>2013-05-26 14:49:45.738000</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>6</td>\n",
       "        <td>2</td>\n",
       "        <td>Jennifer</td>\n",
       "        <td>Davis</td>\n",
       "        <td>jennifer.davis@sakilacustomer.org</td>\n",
       "        <td>10</td>\n",
       "        <td>True</td>\n",
       "        <td>2006-02-14</td>\n",
       "        <td>2013-05-26 14:49:45.738000</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>7</td>\n",
       "        <td>1</td>\n",
       "        <td>Maria</td>\n",
       "        <td>Miller</td>\n",
       "        <td>maria.miller@sakilacustomer.org</td>\n",
       "        <td>11</td>\n",
       "        <td>True</td>\n",
       "        <td>2006-02-14</td>\n",
       "        <td>2013-05-26 14:49:45.738000</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>8</td>\n",
       "        <td>2</td>\n",
       "        <td>Susan</td>\n",
       "        <td>Wilson</td>\n",
       "        <td>susan.wilson@sakilacustomer.org</td>\n",
       "        <td>12</td>\n",
       "        <td>True</td>\n",
       "        <td>2006-02-14</td>\n",
       "        <td>2013-05-26 14:49:45.738000</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>9</td>\n",
       "        <td>2</td>\n",
       "        <td>Margaret</td>\n",
       "        <td>Moore</td>\n",
       "        <td>margaret.moore@sakilacustomer.org</td>\n",
       "        <td>13</td>\n",
       "        <td>True</td>\n",
       "        <td>2006-02-14</td>\n",
       "        <td>2013-05-26 14:49:45.738000</td>\n",
       "        <td>1</td>\n",
       "    </tr>\n",
       "</table>"
      ],
      "text/plain": [
       "[(524, 1, 'Jared', 'Ely', 'jared.ely@sakilacustomer.org', 530, True, datetime.date(2006, 2, 14), datetime.datetime(2013, 5, 26, 14, 49, 45, 738000), 1),\n",
       " (1, 1, 'Mary', 'Smith', 'mary.smith@sakilacustomer.org', 5, True, datetime.date(2006, 2, 14), datetime.datetime(2013, 5, 26, 14, 49, 45, 738000), 1),\n",
       " (2, 1, 'Patricia', 'Johnson', 'patricia.johnson@sakilacustomer.org', 6, True, datetime.date(2006, 2, 14), datetime.datetime(2013, 5, 26, 14, 49, 45, 738000), 1),\n",
       " (3, 1, 'Linda', 'Williams', 'linda.williams@sakilacustomer.org', 7, True, datetime.date(2006, 2, 14), datetime.datetime(2013, 5, 26, 14, 49, 45, 738000), 1),\n",
       " (4, 2, 'Barbara', 'Jones', 'barbara.jones@sakilacustomer.org', 8, True, datetime.date(2006, 2, 14), datetime.datetime(2013, 5, 26, 14, 49, 45, 738000), 1),\n",
       " (5, 1, 'Elizabeth', 'Brown', 'elizabeth.brown@sakilacustomer.org', 9, True, datetime.date(2006, 2, 14), datetime.datetime(2013, 5, 26, 14, 49, 45, 738000), 1),\n",
       " (6, 2, 'Jennifer', 'Davis', 'jennifer.davis@sakilacustomer.org', 10, True, datetime.date(2006, 2, 14), datetime.datetime(2013, 5, 26, 14, 49, 45, 738000), 1),\n",
       " (7, 1, 'Maria', 'Miller', 'maria.miller@sakilacustomer.org', 11, True, datetime.date(2006, 2, 14), datetime.datetime(2013, 5, 26, 14, 49, 45, 738000), 1),\n",
       " (8, 2, 'Susan', 'Wilson', 'susan.wilson@sakilacustomer.org', 12, True, datetime.date(2006, 2, 14), datetime.datetime(2013, 5, 26, 14, 49, 45, 738000), 1),\n",
       " (9, 2, 'Margaret', 'Moore', 'margaret.moore@sakilacustomer.org', 13, True, datetime.date(2006, 2, 14), datetime.datetime(2013, 5, 26, 14, 49, 45, 738000), 1)]"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%sql\n",
    "\n",
    "select * from customer limit 10;"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "aeca5c02",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "(psycopg2.errors.SyntaxError) ОШИБКА:  ошибка синтаксиса (примерное положение: \"FROM\")\n",
      "LINE 13: FROM payment\n",
      "         ^\n",
      "\n",
      "[SQL: select customer.first_name, payment.amount, payment_date,\n",
      "    ta.how_many_payments_id,\n",
      "    ta.sum_amount,\n",
      "    ta.avg_sum_by_customer\n",
      "FROM customer\n",
      "LEFT JOIN (\n",
      "SELECT\n",
      "  customer_id,\n",
      "  SUM(\"amount\") AS sum_amount,\n",
      "  AVG(\"amount\") AS avg_sum_by_customer,\n",
      "  COUNT(*) AS how_many_payments_id\n",
      "GROUP BY customer_id\n",
      "FROM payment\n",
      ") AS ta ON payment.customer_id = customer.customer_id;]\n",
      "(Background on this error at: https://sqlalche.me/e/14/f405)\n"
     ]
    }
   ],
   "source": [
    "%%sql\n",
    "select\n",
    "    customer.first_name,\n",
    "    payment.amount,\n",
    "    payment_date,\n",
    "    ta.how_many_payments_id,\n",
    "    ta.sum_amount,\n",
    "    ta.avg_sum_by_customer\n",
    "FROM customer\n",
    "LEFT JOIN (\n",
    "SELECT\n",
    "  customer_id,\n",
    "  SUM(\"amount\") AS sum_amount,\n",
    "  AVG(\"amount\") AS avg_sum_by_customer,\n",
    "  COUNT(*) AS how_many_payments_id\n",
    "GROUP BY customer_id\n",
    "FROM payment\n",
    ") AS ta ON payment.customer_id = customer.customer_id;\n",
    "    "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d02f4dcf",
   "metadata": {},
   "source": [
    "Короче говоря я хотел вот такую таблицу написать джоинами, ночью сил не хватило\n",
    "<br></br>\n",
    "customer.first_name | payment.amount | payment_date | avg_sum_by_customer | customer_summ | customer_count_payments\n",
    "<br></br>\n",
    "#### Зато очень красиво получилось сделать окнами"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "800201d5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " * postgresql://postgres:***@localhost/dvdrental\n",
      "100 rows affected.\n",
      "Wall time: 36 ms\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "    <tr>\n",
       "        <th>first_name</th>\n",
       "        <th>amount</th>\n",
       "        <th>payment_date</th>\n",
       "        <th>customer_avg</th>\n",
       "        <th>customer_summ</th>\n",
       "        <th>customer_count_payments</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-03-18 17:39:18.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-03-01 14:13:17.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>1.99</td>\n",
       "        <td>2007-03-01 12:39:35.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-03-01 01:45:17.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-02-15 20:26:33.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-02-15 15:07:19.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-02-18 02:40:59.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>9.99</td>\n",
       "        <td>2007-03-17 21:49:11.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-04-29 23:35:29.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-28 08:16:50.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-04-09 21:52:23.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-03-20 12:46:42.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-03-02 03:34:43.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-03-22 06:43:47.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-03-02 02:16:21.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-03-01 22:40:05.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-07 17:02:23.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-03-23 01:14:39.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-04-06 21:40:38.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Aaron</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-03-01 15:39:20.996577</td>\n",
       "        <td>4.4400000000000000</td>\n",
       "        <td>88.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>10.99</td>\n",
       "        <td>2007-03-21 12:09:40.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-30 19:48:39.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>3.99</td>\n",
       "        <td>2007-04-30 04:34:04.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-03-19 14:46:19.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-04-29 07:27:51.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-04-12 17:26:29.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-04-12 12:03:24.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>8.99</td>\n",
       "        <td>2007-04-07 12:40:21.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-04-11 12:27:02.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-04-10 15:36:56.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-03-01 03:46:49.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-03-17 22:50:01.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-09 22:37:37.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-10 01:08:06.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-02-20 13:38:14.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-03-19 02:52:36.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>8.99</td>\n",
       "        <td>2007-03-18 06:35:51.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-30 13:17:30.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-03-18 06:16:31.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adam</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-03-21 09:34:59.996577</td>\n",
       "        <td>4.8900000000000000</td>\n",
       "        <td>97.80</td>\n",
       "        <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-02-16 16:41:20.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>7.99</td>\n",
       "        <td>2007-04-11 04:51:54.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-04-11 20:45:42.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-03-01 09:21:42.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-03-02 17:44:36.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>3.99</td>\n",
       "        <td>2007-03-23 05:51:55.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-05-14 13:44:29.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>1.99</td>\n",
       "        <td>2007-03-17 03:51:08.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>1.99</td>\n",
       "        <td>2007-04-12 10:50:39.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-27 12:40:30.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-27 21:54:20.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-04-28 13:50:53.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-04-06 22:05:32.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-03-22 13:00:51.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-04-10 15:39:57.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-04-30 22:50:55.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-04-30 06:02:33.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Adrian</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-30 02:04:57.996577</td>\n",
       "        <td>3.8233333333333333</td>\n",
       "        <td>68.82</td>\n",
       "        <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-02-15 09:23:35.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-03-17 15:51:46.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-03-22 17:31:14.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-04-10 02:25:31.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>3.99</td>\n",
       "        <td>2007-04-10 11:16:27.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-12 04:18:57.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-04-27 03:43:51.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-29 02:44:26.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-04-30 09:45:03.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-04-30 15:42:03.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-04-30 03:30:49.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-04-30 07:44:40.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-03-18 00:55:55.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-03-19 01:24:02.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-03-22 11:04:06.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-02-19 21:02:46.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-02-17 15:12:13.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-03-17 03:27:52.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-03-01 21:58:24.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>5.99</td>\n",
       "        <td>2007-03-01 12:20:56.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Agnes</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-03-02 15:46:33.996577</td>\n",
       "        <td>4.1328571428571429</td>\n",
       "        <td>86.79</td>\n",
       "        <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-04-07 21:34:19.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-03-02 01:52:30.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-02-16 16:19:27.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-02-17 06:27:05.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>3.99</td>\n",
       "        <td>2007-02-19 01:29:55.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>9.99</td>\n",
       "        <td>2007-03-23 19:39:59.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>8.99</td>\n",
       "        <td>2007-04-28 09:29:24.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>0.99</td>\n",
       "        <td>2007-04-09 12:02:19.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>3.99</td>\n",
       "        <td>2007-04-10 04:18:01.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-04-11 05:30:01.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-03-02 15:47:04.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-03-02 18:54:07.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>3.99</td>\n",
       "        <td>2007-03-17 15:31:08.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-03-17 20:08:06.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>7.99</td>\n",
       "        <td>2007-03-21 12:30:10.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>2.99</td>\n",
       "        <td>2007-03-21 15:22:04.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>3.99</td>\n",
       "        <td>2007-04-12 06:10:14.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>6.99</td>\n",
       "        <td>2007-04-29 03:09:05.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-27 01:26:09.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-30 23:35:53.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "        <td>Alan</td>\n",
       "        <td>4.99</td>\n",
       "        <td>2007-04-29 23:05:20.996577</td>\n",
       "        <td>4.7900000000000000</td>\n",
       "        <td>119.75</td>\n",
       "        <td>25</td>\n",
       "    </tr>\n",
       "</table>"
      ],
      "text/plain": [
       "[('Aaron', Decimal('0.99'), datetime.datetime(2007, 3, 18, 17, 39, 18, 996577), Decimal('4.4400000000000000'), Decimal('88.80'), 20),\n",
       " ('Aaron', Decimal('0.99'), datetime.datetime(2007, 3, 1, 14, 13, 17, 996577), Decimal('4.4400000000000000'), Decimal('88.80'), 20),\n",
       " ('Aaron', Decimal('1.99'), datetime.datetime(2007, 3, 1, 12, 39, 35, 996577), Decimal('4.4400000000000000'), Decimal('88.80'), 20),\n",
       " ('Aaron', Decimal('0.99'), datetime.datetime(2007, 3, 1, 1, 45, 17, 996577), Decimal('4.4400000000000000'), Decimal('88.80'), 20),\n",
       " ('Aaron', Decimal('5.99'), datetime.datetime(2007, 2, 15, 20, 26, 33, 996577), Decimal('4.4400000000000000'), Decimal('88.80'), 20),\n",
       " ('Aaron', Decimal('2.99'), datetime.datetime(2007, 2, 15, 15, 7, 19, 996577), Decimal('4.4400000000000000'), Decimal('88.80'), 20),\n",
       " ('Aaron', Decimal('4.99'), datetime.datetime(2007, 2, 18, 2, 40, 59, 996577), Decimal('4.4400000000000000'), Decimal('88.80'), 20),\n",
       " ('Aaron', Decimal('9.99'), datetime.datetime(2007, 3, 17, 21, 49, 11, 996577), Decimal('4.4400000000000000'), Decimal('88.80'), 20),\n",
       " ('Aaron', Decimal('2.99'), datetime.datetime(2007, 4, 29, 23, 35, 29, 996577), Decimal('4.4400000000000000'), Decimal('88.80'), 20),\n",
       " ('Aaron', Decimal('4.99'), datetime.datetime(2007, 4, 28, 8, 16, 50, 996577), Decimal('4.4400000000000000'), Decimal('88.80'), 20),\n",
       " ('Aaron', Decimal('2.99'), datetime.datetime(2007, 4, 9, 21, 52, 23, 996577), Decimal('4.4400000000000000'), Decimal('88.80'), 20),\n",
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       " ('Adam', Decimal('4.99'), datetime.datetime(2007, 4, 30, 19, 48, 39, 996577), Decimal('4.8900000000000000'), Decimal('97.80'), 20),\n",
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       " ('Adam', Decimal('4.99'), datetime.datetime(2007, 4, 30, 13, 17, 30, 996577), Decimal('4.8900000000000000'), Decimal('97.80'), 20),\n",
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       " ('Adam', Decimal('6.99'), datetime.datetime(2007, 3, 21, 9, 34, 59, 996577), Decimal('4.8900000000000000'), Decimal('97.80'), 20),\n",
       " ('Adrian', Decimal('2.99'), datetime.datetime(2007, 2, 16, 16, 41, 20, 996577), Decimal('3.8233333333333333'), Decimal('68.82'), 18),\n",
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       " ('Adrian', Decimal('6.99'), datetime.datetime(2007, 4, 11, 20, 45, 42, 996577), Decimal('3.8233333333333333'), Decimal('68.82'), 18),\n",
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       " ('Adrian', Decimal('2.99'), datetime.datetime(2007, 5, 14, 13, 44, 29, 996577), Decimal('3.8233333333333333'), Decimal('68.82'), 18),\n",
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       " ('Adrian', Decimal('4.99'), datetime.datetime(2007, 4, 27, 12, 40, 30, 996577), Decimal('3.8233333333333333'), Decimal('68.82'), 18),\n",
       " ('Adrian', Decimal('4.99'), datetime.datetime(2007, 4, 27, 21, 54, 20, 996577), Decimal('3.8233333333333333'), Decimal('68.82'), 18),\n",
       " ('Adrian', Decimal('0.99'), datetime.datetime(2007, 4, 28, 13, 50, 53, 996577), Decimal('3.8233333333333333'), Decimal('68.82'), 18),\n",
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       " ('Agnes', Decimal('6.99'), datetime.datetime(2007, 2, 17, 15, 12, 13, 996577), Decimal('4.1328571428571429'), Decimal('86.79'), 21),\n",
       " ('Agnes', Decimal('2.99'), datetime.datetime(2007, 3, 17, 3, 27, 52, 996577), Decimal('4.1328571428571429'), Decimal('86.79'), 21),\n",
       " ('Agnes', Decimal('6.99'), datetime.datetime(2007, 3, 1, 21, 58, 24, 996577), Decimal('4.1328571428571429'), Decimal('86.79'), 21),\n",
       " ('Agnes', Decimal('5.99'), datetime.datetime(2007, 3, 1, 12, 20, 56, 996577), Decimal('4.1328571428571429'), Decimal('86.79'), 21),\n",
       " ('Agnes', Decimal('2.99'), datetime.datetime(2007, 3, 2, 15, 46, 33, 996577), Decimal('4.1328571428571429'), Decimal('86.79'), 21),\n",
       " ('Alan', Decimal('6.99'), datetime.datetime(2007, 4, 7, 21, 34, 19, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('2.99'), datetime.datetime(2007, 3, 2, 1, 52, 30, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('4.99'), datetime.datetime(2007, 2, 16, 16, 19, 27, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('4.99'), datetime.datetime(2007, 2, 17, 6, 27, 5, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('3.99'), datetime.datetime(2007, 2, 19, 1, 29, 55, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('9.99'), datetime.datetime(2007, 3, 23, 19, 39, 59, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('8.99'), datetime.datetime(2007, 4, 28, 9, 29, 24, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('0.99'), datetime.datetime(2007, 4, 9, 12, 2, 19, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('3.99'), datetime.datetime(2007, 4, 10, 4, 18, 1, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('2.99'), datetime.datetime(2007, 4, 11, 5, 30, 1, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('4.99'), datetime.datetime(2007, 3, 2, 15, 47, 4, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('2.99'), datetime.datetime(2007, 3, 2, 18, 54, 7, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('3.99'), datetime.datetime(2007, 3, 17, 15, 31, 8, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('4.99'), datetime.datetime(2007, 3, 17, 20, 8, 6, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('7.99'), datetime.datetime(2007, 3, 21, 12, 30, 10, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('2.99'), datetime.datetime(2007, 3, 21, 15, 22, 4, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('3.99'), datetime.datetime(2007, 4, 12, 6, 10, 14, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('6.99'), datetime.datetime(2007, 4, 29, 3, 9, 5, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('4.99'), datetime.datetime(2007, 4, 27, 1, 26, 9, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('4.99'), datetime.datetime(2007, 4, 30, 23, 35, 53, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25),\n",
       " ('Alan', Decimal('4.99'), datetime.datetime(2007, 4, 29, 23, 5, 20, 996577), Decimal('4.7900000000000000'), Decimal('119.75'), 25)]"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%time\n",
    "%%sql\n",
    "SELECT \n",
    "    customer.first_name,\n",
    "    payment.amount,\n",
    "    payment_date,\n",
    "    AVG(payment.amount)\n",
    "    OVER (PARTITION BY customer.first_name) as customer_avg,\n",
    "    SUM(payment.amount)\n",
    "    OVER (PARTITION BY customer.first_name) as customer_summ,\n",
    "    COUNT(payment.amount)\n",
    "    OVER (PARTITION BY customer.first_name) as customer_count_payments\n",
    "    \n",
    "FROM customer LEFT JOIN payment ON customer.customer_id = payment.customer_id\n",
    "limit 100;"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d46e4960",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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